DataFrame
NO COMPARISON TARGET
77950
ROWS
0
DUPLICATES
57.4 MB
RAM
91
FEATURES
6
CATEGORICAL
84
NUMERICAL
1
TEXT
2.1.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Infimum_price
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
72,091
(92%)
ZEROES:
---
MAX
28,380
95%
27,182
Q3
23,421
AVG
21,279
MEDIAN
20,875
Q1
19,157
5%
16,585
MIN
15,522
RANGE
12,858
IQR
4,265
STD
3,005
VAR
9.0M
KURT.
-0.601
SKEW
0.226
SUM
1.7B
2
The_last_checked_price
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
73,720
(95%)
ZEROES:
---
MAX
28,402
95%
27,198
Q3
23,429
AVG
21,288
MEDIAN
20,884
Q1
19,164
5%
16,593
MIN
15,538
RANGE
12,864
IQR
4,265
STD
3,006
VAR
9.0M
KURT.
-0.600
SKEW
0.228
SUM
1.7B
3
Best_bid_median_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
9,337
(12%)
ZEROES:
1,259
(2%)
MAX
68
95%
-1
Q3
-3
MEDIAN
-5
AVG
-6
Q1
-8
5%
-17
MIN
-206
RANGE
274
IQR
5.54
STD
6.32
VAR
40.0
KURT.
54.6
SKEW
-4.21
SUM
-497k
4
Best_bid_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,129
(99%)
ZEROES:
822
(1%)
MAX
6,044
95%
0
Q3
-0
MEDIAN
-1
AVG
-1
Q1
-1
5%
-2
MIN
-98
RANGE
6,142
IQR
0.830
STD
21.7
VAR
470
KURT.
77,638
SKEW
278
SUM
-52,218
5
Best_ask_median_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
9,683
(12%)
ZEROES:
1
(<1%)
MAX
226
95%
19
Q3
9
AVG
7
MEDIAN
6
Q1
3
5%
1
MIN
-64
RANGE
290
IQR
5.93
STD
6.69
VAR
44.7
KURT.
54.7
SKEW
4.17
SUM
574k
6
Best_ask_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,130
(99%)
ZEROES:
821
(1%)
MAX
2,422
95%
2
Q3
1
AVG
1
MEDIAN
1
Q1
0
5%
-0
MIN
-7,002
RANGE
9,424
IQR
0.836
STD
26.6
VAR
705
KURT.
62,933
SKEW
-226
SUM
52,816
7
Number_of_different_levels_of_demand_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1,207
(2%)
ZEROES:
---
MAX
1,587
95%
674
Q3
407
AVG
303
MEDIAN
270
Q1
167
5%
25
MIN
1
RANGE
1,586
IQR
240
STD
196
VAR
38,305
KURT.
1.58
SKEW
1.02
SUM
23.6M
8
Relative_range_of_demand_change_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,125
(99%)
ZEROES:
822
(1%)
MAX
0.015
95%
0.001
Q3
0.001
AVG
0.001
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.015
IQR
4.52e-4
STD
5.21e-4
VAR
2.71e-7
KURT.
53.3
SKEW
4.54
SUM
45.1
9
Number_of_different_levels_of_offer_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1,164
(1%)
ZEROES:
---
MAX
1,571
95%
645
Q3
386
AVG
288
MEDIAN
257
Q1
159
5%
22
MIN
1
RANGE
1,570
IQR
227
STD
187
VAR
35,091
KURT.
1.74
SKEW
1.05
SUM
22.5M
10
Relative_range_of_offer_change_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,121
(99%)
ZEROES:
821
(1%)
MAX
0.016
95%
0.001
Q3
0.001
AVG
0.001
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.016
IQR
4.52e-4
STD
5.26e-4
VAR
2.76e-7
KURT.
60.9
SKEW
4.79
SUM
44.9
11
Maker-Taker_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
127
95%
6
Q3
-2
MEDIAN
-7
AVG
-9
Q1
-15
5%
-31
MIN
-434
RANGE
561
IQR
13.5
STD
12.9
VAR
166
KURT.
31.9
SKEW
-2.33
SUM
-728k
12
Maker-Taker_correlation_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
1.00
95%
0.57
Q3
-0.22
AVG
-0.47
MEDIAN
-0.65
Q1
-0.84
5%
-0.94
MIN
-1.00
RANGE
1.99
IQR
0.620
STD
0.479
VAR
0.229
KURT.
0.329
SKEW
1.15
SUM
-36,517
13
Share_of_makers_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
47,492
(61%)
ZEROES:
4
(<1%)
MAX
0.956
95%
0.516
Q3
0.465
MEDIAN
0.430
AVG
0.424
Q1
0.389
5%
0.310
MIN
0.000
RANGE
0.956
IQR
0.076
STD
0.066
VAR
0.004
KURT.
3.03
SKEW
-0.576
SUM
33,033
14
Share_of_makers_first_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
43,199
(55%)
ZEROES:
92
(<1%)
MAX
0.458
95%
0.252
Q3
0.214
MEDIAN
0.188
AVG
0.185
Q1
0.159
5%
0.106
MIN
0.000
RANGE
0.458
IQR
0.055
STD
0.045
VAR
0.002
KURT.
1.34
SKEW
-0.313
SUM
14,416
15
All_deals_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
24.7
95%
2.3
Q3
1.0
AVG
0.7
MEDIAN
0.5
Q1
0.1
5%
-0.1
MIN
-6.3
RANGE
31.0
IQR
0.813
STD
0.892
VAR
0.796
KURT.
35.0
SKEW
3.64
SUM
53,735
16
All_deals_correlation_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
0.99
95%
0.93
Q3
0.83
MEDIAN
0.66
AVG
0.54
Q1
0.33
5%
-0.22
MIN
-0.93
RANGE
1.92
IQR
0.501
STD
0.368
VAR
0.135
KURT.
0.386
SKEW
-1.07
SUM
41,968
17
All_volumes_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
0.209
95%
0.006
Q3
0.001
MEDIAN
-0.001
AVG
-0.001
Q1
-0.003
5%
-0.008
MIN
-0.187
RANGE
0.396
IQR
0.004
STD
0.006
VAR
3.59e-5
KURT.
97.1
SKEW
-1.15
SUM
-56.0
18
All_volumes_correlation_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
0.75
95%
0.11
Q3
0.03
MEDIAN
-0.01
AVG
-0.02
Q1
-0.06
5%
-0.15
MIN
-0.90
RANGE
1.65
IQR
0.098
STD
0.084
VAR
0.007
KURT.
3.79
SKEW
-0.154
SUM
-1,185
19
Sales_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,196
(>99%)
ZEROES:
755
(<1%)
MAX
23.7
95%
2.2
Q3
0.9
AVG
0.6
MEDIAN
0.4
Q1
0.1
5%
-0.2
MIN
-6.3
RANGE
30.0
IQR
0.812
STD
0.890
VAR
0.792
KURT.
28.4
SKEW
3.30
SUM
49,338
20
Sales_correlation_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,194
(>99%)
ZEROES:
744
(<1%)
MAX
1.00
95%
0.94
Q3
0.84
MEDIAN
0.65
AVG
0.50
Q1
0.25
5%
-0.36
MIN
-0.97
RANGE
1.97
IQR
0.588
STD
0.418
VAR
0.175
KURT.
0.186
SKEW
-1.03
SUM
39,257
21
Purchase_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,362
(>99%)
ZEROES:
589
(<1%)
MAX
25.9
95%
2.4
Q3
1.0
AVG
0.8
MEDIAN
0.5
Q1
0.2
5%
-0.0
MIN
-6.3
RANGE
32.2
IQR
0.838
STD
0.915
VAR
0.837
KURT.
37.0
SKEW
3.73
SUM
58,771
22
Purchase_correlation_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,361
(>99%)
ZEROES:
586
(<1%)
MAX
1.00
95%
0.94
Q3
0.85
MEDIAN
0.71
AVG
0.59
Q1
0.43
5%
-0.11
MIN
-0.93
RANGE
1.93
IQR
0.424
STD
0.339
VAR
0.115
KURT.
1.09
SKEW
-1.27
SUM
46,326
23
Sales_volume_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,938
(>99%)
ZEROES:
13
(<1%)
MAX
0.92
95%
0.01
Q3
0.00
AVG
0.00
MEDIAN
0.00
Q1
-0.00
5%
-0.01
MIN
-2.38
RANGE
3.30
IQR
0.004
STD
0.015
VAR
2.12e-4
KURT.
14,477
SKEW
-88.3
SUM
33.9
24
Sales_volume_correlation_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,921
(>99%)
ZEROES:
2
(<1%)
MAX
1.00
95%
0.18
Q3
0.08
MEDIAN
0.01
AVG
0.01
Q1
-0.05
5%
-0.17
MIN
-1.00
RANGE
2.00
IQR
0.129
STD
0.120
VAR
0.014
KURT.
8.10
SKEW
-0.088
SUM
891
25
Purchase_volume_slope_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,947
(>99%)
ZEROES:
4
(<1%)
MAX
0.2
95%
0.0
Q3
0.0
MEDIAN
-0.0
AVG
-0.0
Q1
-0.0
5%
-0.0
MIN
-62.7
RANGE
62.9
IQR
0.005
STD
0.225
VAR
0.051
KURT.
77,717
SKEW
-279
SUM
-170
26
Purchase_volume_correlation_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,944
(>99%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.13
Q3
0.03
MEDIAN
-0.03
AVG
-0.03
Q1
-0.09
5%
-0.18
MIN
-1.00
RANGE
2.00
IQR
0.119
STD
0.104
VAR
0.011
KURT.
6.16
SKEW
-0.061
SUM
-2,124
27
Number_of_spikes_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1,311
(2%)
ZEROES:
1
(<1%)
MAX
2,348
95%
591
Q3
318
AVG
246
MEDIAN
204
Q1
126
5%
29
MIN
0
RANGE
2,348
IQR
192
STD
184
VAR
33,878
KURT.
6.79
SKEW
1.96
SUM
19.1M
28
Total_rise_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
70,149
(90%)
ZEROES:
9
(<1%)
MAX
16,919
95%
468
Q3
168
AVG
146
MEDIAN
85
Q1
42
5%
8
MIN
0
RANGE
16,919
IQR
125
STD
243
VAR
58,808
KURT.
634
SKEW
15.2
SUM
11.4M
29
Median_rise_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
2,014
(3%)
ZEROES:
9
(<1%)
MAX
21.3
95%
1.6
Q3
1.0
AVG
0.8
MEDIAN
0.7
Q1
0.5
5%
0.0
MIN
0.0
RANGE
21.3
IQR
0.445
STD
0.474
VAR
0.224
KURT.
92.3
SKEW
3.95
SUM
61,995
30
Average_rise_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
76,576
(98%)
ZEROES:
9
(<1%)
MAX
28.3
95%
1.8
Q3
1.1
AVG
1.0
MEDIAN
0.9
Q1
0.7
5%
0.4
MIN
0.0
RANGE
28.3
IQR
0.476
STD
0.530
VAR
0.281
KURT.
189
SKEW
6.37
SUM
74,226
31
Total_dynamics_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
11,478
(15%)
ZEROES:
164
(<1%)
MAX
242
95%
26
Q3
12
AVG
9
MEDIAN
7
Q1
4
5%
1
MIN
-14
RANGE
256
IQR
8.55
STD
9.36
VAR
87.5
KURT.
34.0
SKEW
3.75
SUM
740k
32
Median_decline_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1,908
(2%)
ZEROES:
10
(<1%)
MAX
0.0
95%
-0.0
Q3
-0.5
MEDIAN
-0.7
AVG
-0.7
Q1
-0.9
5%
-1.5
MIN
-21.2
RANGE
21.2
IQR
0.430
STD
0.451
VAR
0.204
KURT.
100
SKEW
-3.86
SUM
-57,152
33
Average_decline_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
75,129
(96%)
ZEROES:
10
(<1%)
MAX
0.0
95%
-0.2
Q3
-0.6
MEDIAN
-0.8
AVG
-0.9
Q1
-1.0
5%
-1.7
MIN
-28.0
RANGE
28.0
IQR
0.457
STD
0.513
VAR
0.263
KURT.
204
SKEW
-6.36
SUM
-66,475
34
Volumes_after_median
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
5,905
(8%)
ZEROES:
---
MAX
0.250
95%
0.020
Q3
0.012
AVG
0.010
MEDIAN
0.009
Q1
0.006
5%
0.003
MIN
0.001
RANGE
0.249
IQR
0.006
STD
0.006
VAR
3.44e-5
KURT.
59.4
SKEW
3.50
SUM
764
35
Sales_volume_after_median
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
6,568
(8%)
ZEROES:
11
(<1%)
MAX
0.446
95%
0.021
Q3
0.013
AVG
0.010
MEDIAN
0.009
Q1
0.005
5%
0.002
MIN
0.000
RANGE
0.446
IQR
0.007
STD
0.008
VAR
6.31e-5
KURT.
319
SKEW
10.1
SUM
782
36
Purchase_volume_after_median
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
6,286
(8%)
ZEROES:
3
(<1%)
MAX
0.393
95%
0.020
Q3
0.012
AVG
0.010
MEDIAN
0.009
Q1
0.006
5%
0.003
MIN
0.000
RANGE
0.393
IQR
0.006
STD
0.007
VAR
5.29e-5
KURT.
445
SKEW
11.8
SUM
788
37
Bid_price_by_volume_threshold_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,925
(>99%)
ZEROES:
---
MAX
0.038
95%
0.003
Q3
0.002
AVG
0.001
MEDIAN
0.001
Q1
0.001
5%
0.000
MIN
0.000
RANGE
0.038
IQR
0.001
STD
0.001
VAR
1.29e-6
KURT.
29.3
SKEW
3.04
SUM
108
38
Seller_price_by_volume_threshold_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,660
(>99%)
ZEROES:
291
(<1%)
MAX
0.003
95%
-0.000
Q3
-0.000
MEDIAN
-0.001
AVG
-0.001
Q1
-0.001
5%
-0.002
MIN
-0.011
RANGE
0.014
IQR
7.67e-4
STD
6.78e-4
VAR
4.59e-7
KURT.
11.9
SKEW
-2.37
SUM
-56.2
39
Averaging_best_bids_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,914
(>99%)
ZEROES:
34
(<1%)
MAX
0.010
95%
0.001
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
-0.000
MIN
-0.006
RANGE
0.016
IQR
3.00e-4
STD
3.58e-4
VAR
1.28e-7
KURT.
36.8
SKEW
2.84
SUM
16.0
40
Averaging_best_asks_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,945
(>99%)
ZEROES:
---
MAX
0.009
95%
0.001
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
-0.000
MIN
-0.006
RANGE
0.015
IQR
3.16e-4
STD
3.72e-4
VAR
1.39e-7
KURT.
37.6
SKEW
3.14
SUM
20.8
41
Averaging_best_bids_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,876
(>99%)
ZEROES:
72
(<1%)
MAX
0.009
95%
0.001
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
-0.003
RANGE
0.012
IQR
2.42e-4
STD
2.88e-4
VAR
8.31e-8
KURT.
59.1
SKEW
4.63
SUM
22.3
42
Averaging_best_asks_after
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,946
(>99%)
ZEROES:
---
MAX
0.010
95%
0.001
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
-0.003
RANGE
0.013
IQR
2.70e-4
STD
3.19e-4
VAR
1.02e-7
KURT.
60.8
SKEW
4.72
SUM
27.4
43
Best_bid_median_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
12,051
(15%)
ZEROES:
1,011
(1%)
MAX
104
95%
4
Q3
-1
MEDIAN
-3
AVG
-5
Q1
-7
5%
-17
MIN
-187
RANGE
291
IQR
6.41
STD
7.68
VAR
59.0
KURT.
27.1
SKEW
-2.60
SUM
-364k
44
Best_bid_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,286
(>99%)
ZEROES:
665
(<1%)
MAX
6,685
95%
2
Q3
1
AVG
0
MEDIAN
0
Q1
-0
5%
-1
MIN
-9,378
RANGE
16,063
IQR
0.885
STD
41.3
VAR
1,703
KURT.
43,059
SKEW
-96.0
SUM
4,277
45
Best_ask_median_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
12,215
(16%)
ZEROES:
77
(<1%)
MAX
190
95%
19
Q3
8
AVG
6
MEDIAN
4
Q1
1
5%
-3
MIN
-98
RANGE
288
IQR
6.78
STD
7.91
VAR
62.6
KURT.
29.3
SKEW
2.80
SUM
441k
46
Best_ask_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,285
(>99%)
ZEROES:
666
(<1%)
MAX
9,402
95%
1
Q3
0
AVG
-0
MEDIAN
-0
Q1
-1
5%
-2
MIN
-2,728
RANGE
12,130
IQR
0.880
STD
35.1
VAR
1,231
KURT.
66,659
SKEW
241
SUM
-407
47
Number_of_different_levels_of_demand_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1,204
(2%)
ZEROES:
---
MAX
1,730
95%
649
Q3
382
AVG
285
MEDIAN
251
Q1
153
5%
23
MIN
1
RANGE
1,729
IQR
229
STD
191
VAR
36,444
KURT.
2.00
SKEW
1.14
SUM
22.2M
48
Relative_range_of_demand_change_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,283
(>99%)
ZEROES:
665
(<1%)
MAX
0.018
95%
0.001
Q3
0.001
AVG
0.001
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.018
IQR
4.25e-4
STD
5.08e-4
VAR
2.58e-7
KURT.
69.6
SKEW
5.06
SUM
42.1
49
Number_of_different_levels_of_offer_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1,203
(2%)
ZEROES:
---
MAX
1,780
95%
651
Q3
384
AVG
287
MEDIAN
254
Q1
155
5%
23
MIN
1
RANGE
1,779
IQR
229
STD
190
VAR
36,238
KURT.
1.96
SKEW
1.12
SUM
22.4M
50
Relative_range_of_offer_change_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,275
(>99%)
ZEROES:
666
(<1%)
MAX
0.018
95%
0.001
Q3
0.001
AVG
0.001
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.018
IQR
4.26e-4
STD
5.12e-4
VAR
2.62e-7
KURT.
73.3
SKEW
5.20
SUM
42.2
51
Maker-Taker_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
269
95%
28
Q3
10
AVG
3
MEDIAN
2
Q1
-4
5%
-19
MIN
-669
RANGE
938
IQR
14.6
STD
15.9
VAR
253
KURT.
50.9
SKEW
-0.135
SUM
270k
52
Maker-Taker_correlation_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
1.00
95%
0.92
Q3
0.75
MEDIAN
0.31
AVG
0.15
Q1
-0.46
5%
-0.88
MIN
-1.00
RANGE
1.99
IQR
1.21
STD
0.635
VAR
0.403
KURT.
-1.37
SKEW
-0.348
SUM
11,912
53
Share_of_makers_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
52,369
(67%)
ZEROES:
4
(<1%)
MAX
1.00
95%
0.67
Q3
0.59
MEDIAN
0.53
AVG
0.53
Q1
0.48
5%
0.39
MIN
0.00
RANGE
1.00
IQR
0.110
STD
0.091
VAR
0.008
KURT.
1.71
SKEW
-0.109
SUM
41,333
54
Share_of_makers_first_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
47,602
(61%)
ZEROES:
34
(<1%)
MAX
0.500
95%
0.337
Q3
0.279
MEDIAN
0.240
AVG
0.240
Q1
0.202
5%
0.142
MIN
0.000
RANGE
0.500
IQR
0.077
STD
0.061
VAR
0.004
KURT.
0.680
SKEW
0.009
SUM
18,717
55
All_deals_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
1
(<1%)
MAX
26.9
95%
1.2
Q3
0.2
MEDIAN
-0.2
AVG
-0.3
Q1
-0.7
5%
-2.0
MIN
-18.9
RANGE
45.8
IQR
0.886
STD
1.11
VAR
1.23
KURT.
21.1
SKEW
-0.565
SUM
-20,802
56
All_deals_correlation_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
1
(<1%)
MAX
0.99
95%
0.86
Q3
0.38
AVG
-0.20
MEDIAN
-0.38
Q1
-0.77
5%
-0.92
MIN
-1.00
RANGE
1.98
IQR
1.15
STD
0.620
VAR
0.384
KURT.
-1.26
SKEW
0.454
SUM
-15,466
57
All_volumes_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
0.120
95%
0.009
Q3
0.003
AVG
0.001
MEDIAN
0.000
Q1
-0.002
5%
-0.007
MIN
-0.231
RANGE
0.351
IQR
0.004
STD
0.006
VAR
3.62e-5
KURT.
67.3
SKEW
-0.838
SUM
47.9
58
All_volumes_correlation_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
ZEROES:
---
MAX
0.84
95%
0.15
Q3
0.06
AVG
0.01
MEDIAN
0.01
Q1
-0.04
5%
-0.12
MIN
-0.74
RANGE
1.58
IQR
0.102
STD
0.086
VAR
0.007
KURT.
3.20
SKEW
-0.137
SUM
798
59
Sales_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,479
(>99%)
ZEROES:
472
(<1%)
MAX
23.5
95%
1.2
Q3
0.2
MEDIAN
-0.2
AVG
-0.3
Q1
-0.7
5%
-2.0
MIN
-18.0
RANGE
41.5
IQR
0.873
STD
1.11
VAR
1.23
KURT.
18.9
SKEW
-0.899
SUM
-24,215
60
Sales_correlation_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,478
(>99%)
ZEROES:
462
(<1%)
MAX
1.00
95%
0.87
Q3
0.34
AVG
-0.23
MEDIAN
-0.45
Q1
-0.79
5%
-0.93
MIN
-1.00
RANGE
2.00
IQR
1.13
STD
0.628
VAR
0.394
KURT.
-1.18
SKEW
0.546
SUM
-17,828
61
Purchase_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,482
(>99%)
ZEROES:
469
(<1%)
MAX
31.6
95%
1.4
Q3
0.3
MEDIAN
-0.1
AVG
-0.2
Q1
-0.6
5%
-1.9
MIN
-20.9
RANGE
52.5
IQR
0.911
STD
1.12
VAR
1.27
KURT.
24.6
SKEW
-0.146
SUM
-13,076
62
Purchase_correlation_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,481
(>99%)
ZEROES:
457
(<1%)
MAX
1.00
95%
0.88
Q3
0.53
AVG
-0.12
MEDIAN
-0.23
Q1
-0.76
5%
-0.93
MIN
-1.00
RANGE
2.00
IQR
1.29
STD
0.650
VAR
0.422
KURT.
-1.46
SKEW
0.238
SUM
-9,370
63
Sales_volume_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,940
(>99%)
ZEROES:
11
(<1%)
MAX
0.30
95%
0.01
Q3
0.00
AVG
0.00
MEDIAN
0.00
Q1
-0.00
5%
-0.01
MIN
-3.20
RANGE
3.51
IQR
0.005
STD
0.014
VAR
2.05e-4
KURT.
32,407
SKEW
-146
SUM
111
64
Sales_volume_correlation_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,928
(>99%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.19
Q3
0.09
MEDIAN
0.03
AVG
0.03
Q1
-0.03
5%
-0.14
MIN
-1.00
RANGE
2.00
IQR
0.126
STD
0.111
VAR
0.012
KURT.
7.70
SKEW
-0.233
SUM
2,212
65
Purchase_volume_slope_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,939
(>99%)
ZEROES:
12
(<1%)
MAX
0.64
95%
0.01
Q3
0.00
MEDIAN
-0.00
AVG
-0.00
Q1
-0.00
5%
-0.01
MIN
-0.59
RANGE
1.22
IQR
0.005
STD
0.009
VAR
8.61e-5
KURT.
856
SKEW
-1.54
SUM
-45.9
66
Purchase_volume_correlation_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,921
(>99%)
ZEROES:
---
MAX
1.00
95%
0.16
Q3
0.05
AVG
-0.01
MEDIAN
-0.01
Q1
-0.08
5%
-0.18
MIN
-1.00
RANGE
2.00
IQR
0.126
STD
0.114
VAR
0.013
KURT.
7.34
SKEW
0.196
SUM
-1,001
67
Number_of_spikes_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1,322
(2%)
ZEROES:
2
(<1%)
MAX
2,361
95%
583
Q3
309
AVG
240
MEDIAN
198
Q1
121
5%
31
MIN
0
RANGE
2,361
IQR
188
STD
184
VAR
33,700
KURT.
7.81
SKEW
2.11
SUM
18.7M
68
Total_rise_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
69,661
(89%)
ZEROES:
2
(<1%)
MAX
31,281
95%
450
Q3
160
AVG
142
MEDIAN
81
Q1
40
5%
6
MIN
0
RANGE
31,281
IQR
120
STD
272
VAR
74,238
KURT.
2,632
SKEW
31.0
SUM
11.1M
69
Median_rise_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
2,061
(3%)
ZEROES:
2
(<1%)
MAX
33.9
95%
1.6
Q3
1.0
AVG
0.8
MEDIAN
0.7
Q1
0.5
5%
0.0
MIN
0.0
RANGE
33.9
IQR
0.440
STD
0.497
VAR
0.247
KURT.
342
SKEW
7.77
SUM
60,876
70
Average_rise_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
76,188
(98%)
ZEROES:
2
(<1%)
MAX
45.3
95%
1.8
Q3
1.1
AVG
0.9
MEDIAN
0.8
Q1
0.6
5%
0.3
MIN
0.0
RANGE
45.3
IQR
0.477
STD
0.564
VAR
0.318
KURT.
636
SKEW
11.7
SUM
72,488
71
Total_dynamics_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
11,345
(15%)
ZEROES:
373
(<1%)
MAX
234
95%
23
Q3
9
AVG
5
MEDIAN
3
Q1
-1
5%
-10
MIN
-203
RANGE
438
IQR
10.0
STD
11.4
VAR
130
KURT.
17.7
SKEW
1.51
SUM
364k
72
Median_decline_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
2,005
(3%)
ZEROES:
23
(<1%)
MAX
0.0
95%
-0.0
Q3
-0.5
MEDIAN
-0.7
AVG
-0.8
Q1
-0.9
5%
-1.5
MIN
-31.8
RANGE
31.8
IQR
0.440
STD
0.484
VAR
0.234
KURT.
304
SKEW
-7.22
SUM
-58,576
73
Average_decline_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
75,964
(97%)
ZEROES:
23
(<1%)
MAX
0.0
95%
-0.3
Q3
-0.6
MEDIAN
-0.8
AVG
-0.9
Q1
-1.1
5%
-1.8
MIN
-44.9
RANGE
44.9
IQR
0.467
STD
0.550
VAR
0.302
KURT.
681
SKEW
-12.0
SUM
-68,840
74
Volumes_before_median
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,841
(>99%)
ZEROES:
---
MAX
0.00002
95%
0.00000
Q3
0.00000
AVG
0.00000
MEDIAN
0.00000
Q1
0.00000
5%
0.00000
MIN
0.00000
RANGE
1.78e-5
IQR
3.53e-7
STD
3.08e-7
VAR
9.47e-14
KURT.
215
SKEW
6.09
SUM
0.037
75
Sales_volume_before_median
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,813
(>99%)
ZEROES:
10
(<1%)
MAX
0.00002
95%
0.00000
Q3
0.00000
AVG
0.00000
MEDIAN
0.00000
Q1
0.00000
5%
0.00000
MIN
0.00000
RANGE
2.20e-5
IQR
3.65e-7
STD
3.98e-7
VAR
1.58e-13
KURT.
424
SKEW
12.0
SUM
0.039
76
Purchase_volume_before_median
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,809
(>99%)
ZEROES:
12
(<1%)
MAX
0.00003
95%
0.00000
Q3
0.00000
AVG
0.00000
MEDIAN
0.00000
Q1
0.00000
5%
0.00000
MIN
0.00000
RANGE
2.58e-5
IQR
3.69e-7
STD
3.85e-7
VAR
1.48e-13
KURT.
630
SKEW
13.5
SUM
0.037
77
Bid_price_by_volume_threshold_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,925
(>99%)
ZEROES:
---
MAX
0.040
95%
0.003
Q3
0.002
AVG
0.001
MEDIAN
0.001
Q1
0.001
5%
0.000
MIN
-0.000
RANGE
0.040
IQR
0.001
STD
0.001
VAR
1.28e-6
KURT.
39.0
SKEW
3.34
SUM
102
78
Seller_price_by_volume_threshold_before
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,737
(>99%)
ZEROES:
214
(<1%)
MAX
0.002
95%
-0.000
Q3
-0.000
MEDIAN
-0.001
AVG
-0.001
Q1
-0.001
5%
-0.002
MIN
-0.016
RANGE
0.018
IQR
8.90e-4
STD
8.25e-4
VAR
6.81e-7
KURT.
12.5
SKEW
-2.48
SUM
-64.4
79
Position_open_MODEL_price
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
73,618
(94%)
ZEROES:
---
MAX
28,407
95%
27,197
Q3
23,429
AVG
21,289
MEDIAN
20,884
Q1
19,165
5%
16,594
MIN
15,548
RANGE
12,858
IQR
4,264
STD
3,006
VAR
9.0M
KURT.
-0.600
SKEW
0.228
SUM
1.7B
80
MODEL_bargain_benefit
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
81
Date
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
77,950
(100%)
1
<1%
-
-
2022-06-29 04:00:55.318000006
1
<1%
-
-
2023-02-08 16:48:29.551000011
1
<1%
-
-
2023-02-08 16:56:07.844000001
1
<1%
-
-
2023-02-08 16:55:53.212000021
1
<1%
-
-
2023-02-08 16:53:44.713000
1
<1%
-
-
2023-02-08 16:53:30.805000006
1
<1%
-
-
2023-02-08 16:53:17.098000043
77,943
>99%
-
-
(Other)
82
Second
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
60
(<1%)
ZEROES:
2,093
(3%)
MAX
59.0
95%
56.0
Q3
44.0
MEDIAN
30.0
AVG
29.6
Q1
15.0
5%
2.0
MIN
0.0
RANGE
59.0
IQR
29.0
STD
17.3
VAR
298
KURT.
-1.18
SKEW
-0.075
SUM
2.3M
83
Minute
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
60
(<1%)
ZEROES:
1,490
(2%)
MAX
59.0
95%
56.0
Q3
44.0
AVG
29.0
MEDIAN
29.0
Q1
14.0
5%
2.0
MIN
0.0
RANGE
59.0
IQR
30.0
STD
17.2
VAR
296
KURT.
-1.19
SKEW
0.005
SUM
2.3M
84
Hour
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
3,780
(5%)
MAX
23.0
95%
22.0
Q3
18.0
MEDIAN
14.0
AVG
12.6
Q1
7.0
5%
1.0
MIN
0.0
RANGE
23.0
IQR
11.0
STD
6.90
VAR
47.7
KURT.
-1.05
SKEW
-0.318
SUM
982k
85
Day
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
---
MAX
31.0
95%
29.0
Q3
21.0
AVG
15.3
MEDIAN
15.0
Q1
9.0
5%
2.0
MIN
1.0
RANGE
30.0
IQR
12.0
STD
8.28
VAR
68.6
KURT.
-1.02
SKEW
0.036
SUM
1.2M
86
Month
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
87
Day_of_week
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
88
is_weekend
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
89
Day_of_year
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
184
(<1%)
ZEROES:
---
MAX
365
95%
326
Q3
273
AVG
158
MEDIAN
80
Q1
51
5%
18
MIN
1
RANGE
364
IQR
222
STD
117
VAR
13,781
KURT.
-1.63
SKEW
0.236
SUM
12.3M
90
Year
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
91
Quarter
VALUES:
77,950
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Infimum_price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
The_last_checked_price
1.00
Position_open_MODEL_price
1.00
Day_of_year
-0.72
Volumes_before_median
-0.45
Sales_volume_before_median
-0.37
Purchase_volume_before_median
-0.36
Volumes_after_median
-0.30
Median_decline_after
-0.26
Sales_volume_after_median
-0.25
Number_of_different_levels_of_demand_after
0.25
Number_of_different_levels_of_offer_before
0.24
Number_of_different_levels_of_offer_after
0.24
Number_of_different_levels_of_demand_before
0.24
Median_rise_after
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.86
Quarter
0.76
Year
0.72
Day_of_week
0.13
is_weekend
0.09
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
23150.0
12
<0.1%
19000.0
11
<0.1%
22890.0
11
<0.1%
23780.0
11
<0.1%
20060.0
10
<0.1%
19200.0
10
<0.1%
16600.0
9
<0.1%
19900.0
9
<0.1%
23080.0
8
<0.1%
20070.0
8
<0.1%
20100.0
8
<0.1%
20380.0
8
<0.1%
20400.0
8
<0.1%
18800.0
8
<0.1%
19600.0
7
<0.1%
SMALLEST VALUES
15521.56
1
<0.1%
15537.39
1
<0.1%
15582.44
1
<0.1%
15588.0
1
<0.1%
15591.0
1
<0.1%
15596.04
1
<0.1%
15599.69
1
<0.1%
15600.0
2
<0.1%
15602.4
1
<0.1%
15602.81
1
<0.1%
15605.66
1
<0.1%
15613.51
1
<0.1%
15616.02
1
<0.1%
15616.36
1
<0.1%
15616.63
1
<0.1%
LARGEST VALUES
28379.55
1
<0.1%
28372.02
1
<0.1%
28371.98
1
<0.1%
28370.03
1
<0.1%
28361.06
1
<0.1%
28360.8
1
<0.1%
28357.15
1
<0.1%
28355.76
1
<0.1%
28352.48
1
<0.1%
28351.63
1
<0.1%
28345.44
1
<0.1%
28344.17
1
<0.1%
28342.04
1
<0.1%
28340.0
1
<0.1%
28334.09
1
<0.1%
The_last_checked_price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Position_open_MODEL_price
1.00
Infimum_price
1.00
Day_of_year
-0.72
Volumes_before_median
-0.45
Sales_volume_before_median
-0.36
Purchase_volume_before_median
-0.36
Volumes_after_median
-0.30
Median_decline_after
-0.26
Sales_volume_after_median
-0.25
Number_of_different_levels_of_demand_after
0.25
Number_of_different_levels_of_offer_before
0.25
Number_of_different_levels_of_offer_after
0.25
Number_of_different_levels_of_demand_before
0.24
Median_rise_after
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.85
Quarter
0.76
Year
0.72
Day_of_week
0.13
is_weekend
0.09
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
20400.0
5
<0.1%
23509.33
4
<0.1%
22885.75
4
<0.1%
23035.52
4
<0.1%
23780.0
4
<0.1%
22896.07
4
<0.1%
20177.19
4
<0.1%
16128.2
3
<0.1%
24587.8
3
<0.1%
20518.1
3
<0.1%
22684.22
3
<0.1%
23713.25
3
<0.1%
20221.85
3
<0.1%
22809.99
3
<0.1%
19203.64
3
<0.1%
SMALLEST VALUES
15538.23
1
<0.1%
15567.51
1
<0.1%
15602.29
1
<0.1%
15604.0
1
<0.1%
15606.14
1
<0.1%
15610.24
1
<0.1%
15611.69
1
<0.1%
15622.71
1
<0.1%
15623.05
1
<0.1%
15624.91
1
<0.1%
15625.08
1
<0.1%
15625.3
1
<0.1%
15626.19
1
<0.1%
15630.08
1
<0.1%
15631.7
1
<0.1%
LARGEST VALUES
28402.31
1
<0.1%
28389.35
1
<0.1%
28387.1
1
<0.1%
28379.41
1
<0.1%
28375.99
1
<0.1%
28375.54
1
<0.1%
28375.06
1
<0.1%
28371.97
1
<0.1%
28367.8
1
<0.1%
28366.0
1
<0.1%
28365.59
1
<0.1%
28364.0
1
<0.1%
28361.99
1
<0.1%
28361.95
1
<0.1%
28361.82
1
<0.1%
Best_bid_median_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_ask_median_after
-1.00
Averaging_best_bids_after
-0.93
Averaging_best_asks_after
-0.93
Relative_range_of_demand_change_after
-0.87
Relative_range_of_offer_change_after
-0.86
Total_dynamics_after
-0.82
Bid_price_by_volume_threshold_after
-0.75
Total_rise_after
-0.74
Average_rise_after
-0.71
Number_of_spikes_after
-0.71
Average_decline_after
0.71
Purchase_slope_after
-0.70
All_deals_slope_after
-0.66
Number_of_different_levels_of_demand_after
-0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.19
Quarter
0.09
Day_of_week
0.09
Year
0.07
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
1,259
1.6%
-2.090000000000145
109
0.1%
-3.069999999999709
109
0.1%
-3.1599999999998545
106
0.1%
-2.069999999999709
105
0.1%
-2.0
104
0.1%
-3.0
103
0.1%
-2.9099999999998545
102
0.1%
-2.25
101
0.1%
-2.75
100
0.1%
-1.6599999999998545
99
0.1%
-4.0900000000001455
98
0.1%
-1.8400000000001453
98
0.1%
-2.4799999999995634
97
0.1%
-3.819999999999709
95
0.1%
SMALLEST VALUES
-205.88999999999945
1
<0.1%
-190.21999999999755
1
<0.1%
-180.0
1
<0.1%
-126.36999999999898
1
<0.1%
-125.81000000000132
1
<0.1%
-120.40000000000146
1
<0.1%
-119.72999999999956
1
<0.1%
-117.43000000000028
1
<0.1%
-112.22999999999956
1
<0.1%
-106.97000000000116
1
<0.1%
-95.47999999999956
1
<0.1%
-93.65000000000146
1
<0.1%
-92.46000000000276
1
<0.1%
-90.09000000000016
1
<0.1%
-87.95999999999913
1
<0.1%
LARGEST VALUES
67.84000000000015
1
<0.1%
58.11999999999898
1
<0.1%
38.88999999999942
1
<0.1%
38.710000000002765
1
<0.1%
35.43999999999869
1
<0.1%
35.349999999998545
1
<0.1%
35.29000000000087
1
<0.1%
34.359999999996944
1
<0.1%
31.68000000000029
1
<0.1%
31.54000000000088
1
<0.1%
31.220000000001164
1
<0.1%
31.049999999999272
1
<0.1%
27.63999999999941
1
<0.1%
27.610000000000586
1
<0.1%
26.93999999999869
1
<0.1%
Best_bid_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_ask_slope_after
-0.95
Purchase_slope_after
-0.04
All_deals_slope_after
-0.04
Sales_slope_after
-0.04
Relative_range_of_demand_change_after
-0.04
Relative_range_of_offer_change_after
-0.04
Total_dynamics_after
-0.04
Best_bid_median_after
0.03
Best_ask_median_after
-0.03
Averaging_best_asks_after
-0.03
Averaging_best_bids_after
-0.03
Number_of_different_levels_of_demand_after
-0.03
Number_of_different_levels_of_offer_after
-0.03
Bid_price_by_volume_threshold_after
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.01
Day_of_week
0.01
Quarter
0.00
Year
0.00
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
822
1.1%
0.359052394708966
1
<0.1%
-0.0893241437601039
1
<0.1%
-0.0708490645147609
1
<0.1%
-0.286140525032856
1
<0.1%
-0.4879561640201571
1
<0.1%
-0.2214513535197274
1
<0.1%
-0.6195303645553335
1
<0.1%
-0.0406967744677133
1
<0.1%
-0.1081321974316747
1
<0.1%
-0.4063635781065982
1
<0.1%
-0.1628543953934159
1
<0.1%
-0.1288098979403548
1
<0.1%
-0.0724752436361906
1
<0.1%
-2.2641127405348005
1
<0.1%
SMALLEST VALUES
-97.57890529447576
1
<0.1%
-19.9968641102781
1
<0.1%
-17.748362497097304
1
<0.1%
-17.086539868321438
1
<0.1%
-16.679398169702917
1
<0.1%
-16.09608249955717
1
<0.1%
-14.462037840737086
1
<0.1%
-14.25786551662198
1
<0.1%
-13.285798139465472
1
<0.1%
-13.250635061318333
1
<0.1%
-13.241964597328652
1
<0.1%
-13.132107590706012
1
<0.1%
-12.766715970785803
1
<0.1%
-12.67068918164338
1
<0.1%
-12.149953264515784
1
<0.1%
LARGEST VALUES
6043.976247408307
1
<0.1%
6.6686519138110905
1
<0.1%
6.445881184690724
1
<0.1%
5.338338150707263
1
<0.1%
5.275771951447088
1
<0.1%
4.983886457180016
1
<0.1%
4.88918179394364
1
<0.1%
4.879855963455041
1
<0.1%
4.411670851586743
1
<0.1%
3.9906668621652055
1
<0.1%
3.982300088650001
1
<0.1%
3.942583793488679
1
<0.1%
3.7356602995448887
1
<0.1%
3.694254892489648
1
<0.1%
3.674628555396597
1
<0.1%
Best_ask_median_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_bid_median_after
-1.00
Averaging_best_asks_after
0.93
Averaging_best_bids_after
0.93
Relative_range_of_demand_change_after
0.88
Relative_range_of_offer_change_after
0.86
Total_dynamics_after
0.82
Total_rise_after
0.76
Bid_price_by_volume_threshold_after
0.76
Average_decline_after
-0.74
Average_rise_after
0.74
Number_of_spikes_after
0.73
Purchase_slope_after
0.70
Number_of_different_levels_of_demand_after
0.68
Median_decline_after
-0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.22
Quarter
0.11
Year
0.09
Day_of_week
0.09
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0099999999983992
724
0.9%
0.0100000000020372
525
0.7%
3.5
102
0.1%
4.0
95
0.1%
4.5
95
0.1%
3.389999999999418
93
0.1%
3.909999999999856
93
0.1%
2.840000000000145
92
0.1%
3.069999999999709
91
0.1%
4.75
90
0.1%
4.25
90
0.1%
3.4099999999998545
88
0.1%
2.25
88
0.1%
2.6599999999998545
87
0.1%
2.4099999999998545
87
0.1%
SMALLEST VALUES
-64.38000000000102
1
<0.1%
-54.81000000000131
1
<0.1%
-38.69000000000233
1
<0.1%
-37.86000000000058
1
<0.1%
-34.97999999999956
1
<0.1%
-33.77999999999884
1
<0.1%
-32.82999999999811
1
<0.1%
-32.48999999999796
1
<0.1%
-29.960000000002765
1
<0.1%
-29.93999999999869
1
<0.1%
-29.90000000000145
1
<0.1%
-29.700000000000728
1
<0.1%
-26.959999999999127
1
<0.1%
-26.03000000000248
1
<0.1%
-25.599999999998545
1
<0.1%
LARGEST VALUES
225.90999999999983
1
<0.1%
198.3499999999985
1
<0.1%
183.5
1
<0.1%
142.47000000000116
1
<0.1%
134.04000000000087
1
<0.1%
132.5099999999984
1
<0.1%
130.625
1
<0.1%
124.28000000000247
1
<0.1%
118.70000000000071
1
<0.1%
110.72999999999956
1
<0.1%
103.16000000000348
1
<0.1%
102.11000000000058
1
<0.1%
98.60000000000218
1
<0.1%
93.64500000000226
1
<0.1%
93.42000000000188
1
<0.1%
Best_ask_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_bid_slope_after
-0.95
Purchase_slope_after
0.03
All_deals_slope_after
0.03
Sales_slope_after
0.03
Total_dynamics_after
0.03
Relative_range_of_demand_change_after
0.03
Relative_range_of_offer_change_after
0.03
Best_bid_median_after
-0.03
Best_ask_median_after
0.03
Averaging_best_bids_after
0.03
Averaging_best_asks_after
0.03
Number_of_different_levels_of_demand_after
0.02
Number_of_different_levels_of_offer_after
0.02
Bid_price_by_volume_threshold_after
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.01
Day_of_week
0.01
Quarter
0.00
Year
0.00
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
821
1.1%
-0.3644895369655617
1
<0.1%
0.1036255013600245
1
<0.1%
0.0445250948390756
1
<0.1%
0.2952641388325442
1
<0.1%
0.5025206990991762
1
<0.1%
0.2162475702971716
1
<0.1%
0.642512805399758
1
<0.1%
0.0317285079958567
1
<0.1%
0.1331251428825021
1
<0.1%
0.4100788401304223
1
<0.1%
0.1025437481447227
1
<0.1%
0.1118960745783409
1
<0.1%
0.0192413017249613
1
<0.1%
2.2941099679587413
1
<0.1%
SMALLEST VALUES
-7002.37255431444
1
<0.1%
-6.779516948511741
1
<0.1%
-6.407345207368143
1
<0.1%
-5.257097775034685
1
<0.1%
-5.150183414952048
1
<0.1%
-4.692447130448763
1
<0.1%
-4.485948546412541
1
<0.1%
-4.469347278034367
1
<0.1%
-4.450104774981461
1
<0.1%
-3.920651257274511
1
<0.1%
-3.886895071997259
1
<0.1%
-3.750928432660709
1
<0.1%
-3.728139354014522
1
<0.1%
-3.687858894181101
1
<0.1%
-3.5970850836402435
1
<0.1%
LARGEST VALUES
2421.963905212576
1
<0.1%
20.94791089812279
1
<0.1%
18.45249277821039
1
<0.1%
17.394187139824563
1
<0.1%
16.67090891430576
1
<0.1%
16.366459881284367
1
<0.1%
13.825861760843926
1
<0.1%
13.395250489873598
1
<0.1%
13.317705582721327
1
<0.1%
13.305101718375234
1
<0.1%
13.26325949390567
1
<0.1%
13.244233658210597
1
<0.1%
13.13992607626951
1
<0.1%
13.089087583983272
1
<0.1%
12.2306375758913
1
<0.1%
Number_of_different_levels_of_demand_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Number_of_different_levels_of_offer_after
0.97
Number_of_spikes_after
0.88
Number_of_different_levels_of_demand_before
0.85
Number_of_different_levels_of_offer_before
0.84
Number_of_spikes_before
0.80
Best_ask_median_after
0.68
Median_decline_after
-0.68
Relative_range_of_demand_change_after
0.67
Relative_range_of_offer_change_after
0.67
Best_bid_median_after
-0.66
Average_decline_after
-0.65
Total_rise_after
0.65
Bid_price_by_volume_threshold_after
0.64
Total_dynamics_after
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.53
Quarter
0.41
Year
0.33
Day_of_week
0.09
is_weekend
0.06
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1
822
1.1%
215
229
0.3%
251
228
0.3%
205
219
0.3%
238
217
0.3%
202
214
0.3%
212
213
0.3%
228
212
0.3%
196
211
0.3%
208
209
0.3%
211
208
0.3%
237
208
0.3%
221
208
0.3%
216
207
0.3%
203
205
0.3%
SMALLEST VALUES
1
822
1.1%
2
109
0.1%
3
116
0.1%
4
127
0.2%
5
138
0.2%
6
125
0.2%
7
140
0.2%
8
147
0.2%
9
145
0.2%
10
131
0.2%
11
149
0.2%
12
141
0.2%
13
122
0.2%
14
133
0.2%
15
131
0.2%
LARGEST VALUES
1587
1
<0.1%
1533
1
<0.1%
1530
1
<0.1%
1493
1
<0.1%
1482
1
<0.1%
1475
1
<0.1%
1455
1
<0.1%
1451
1
<0.1%
1449
1
<0.1%
1441
1
<0.1%
1423
1
<0.1%
1421
1
<0.1%
1396
1
<0.1%
1393
1
<0.1%
1389
1
<0.1%
Relative_range_of_demand_change_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Relative_range_of_offer_change_after
0.99
Averaging_best_asks_after
0.93
Averaging_best_bids_after
0.92
Best_ask_median_after
0.88
Best_bid_median_after
-0.87
Total_dynamics_after
0.86
Bid_price_by_volume_threshold_after
0.85
Total_rise_after
0.79
Purchase_slope_after
0.77
Average_rise_after
0.75
All_deals_slope_after
0.75
Average_decline_after
-0.74
Number_of_spikes_after
0.74
Relative_range_of_demand_change_before
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.24
Day_of_week
0.12
Quarter
0.11
is_weekend
0.10
Year
0.05
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
822
1.1%
1.195727613247432e-05
2
<0.1%
0.0005523959978937
2
<0.1%
0.0009950248756219
2
<0.1%
0.000218278774462
2
<0.1%
0.0001995584988962
1
<0.1%
0.0002135650896973
1
<0.1%
0.00014374949842
1
<0.1%
0.0001759232110616
1
<0.1%
0.0002705719661842
1
<0.1%
0.0002020694916098
1
<0.1%
0.0003420039045813
1
<0.1%
0.000162239116788
1
<0.1%
0.0001840768260927
1
<0.1%
0.0002016174395114
1
<0.1%
SMALLEST VALUES
0.0
822
1.1%
4.630180536312546e-07
1
<0.1%
4.771286020006607e-07
1
<0.1%
4.787440054499877e-07
1
<0.1%
4.877670462827171e-07
1
<0.1%
4.899559038902151e-07
1
<0.1%
4.916046221668097e-07
1
<0.1%
4.938276483254437e-07
1
<0.1%
4.975069923811425e-07
1
<0.1%
4.978894467371447e-07
1
<0.1%
4.996499952801697e-07
1
<0.1%
4.998705334518004e-07
1
<0.1%
4.999747513769189e-07
1
<0.1%
5.071230502842571e-07
1
<0.1%
5.123943057825382e-07
1
<0.1%
LARGEST VALUES
0.0145740919318547
1
<0.1%
0.0139329022995837
1
<0.1%
0.0138885621089781
1
<0.1%
0.0132603406326033
1
<0.1%
0.0116565784851515
1
<0.1%
0.0110557495468934
1
<0.1%
0.0106569100056733
1
<0.1%
0.0099923154029969
1
<0.1%
0.0098370967741936
1
<0.1%
0.0094251803583895
1
<0.1%
0.0094046245009671
1
<0.1%
0.0085546232719626
1
<0.1%
0.0085221633462321
1
<0.1%
0.0084491435207587
1
<0.1%
0.0082116386046216
1
<0.1%
Number_of_different_levels_of_offer_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Number_of_different_levels_of_demand_after
0.97
Number_of_spikes_after
0.89
Number_of_different_levels_of_offer_before
0.85
Number_of_different_levels_of_demand_before
0.84
Number_of_spikes_before
0.81
Median_decline_after
-0.68
Best_ask_median_after
0.67
Relative_range_of_demand_change_after
0.66
Relative_range_of_offer_change_after
0.66
Average_decline_after
-0.66
Total_rise_after
0.65
Best_bid_median_after
-0.65
Bid_price_by_volume_threshold_after
0.64
Averaging_best_asks_after
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.53
Quarter
0.41
Year
0.33
Day_of_week
0.09
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1
821
1.1%
221
237
0.3%
212
230
0.3%
201
227
0.3%
192
227
0.3%
264
223
0.3%
210
221
0.3%
207
220
0.3%
214
220
0.3%
220
220
0.3%
172
219
0.3%
249
219
0.3%
185
217
0.3%
237
217
0.3%
260
217
0.3%
SMALLEST VALUES
1
821
1.1%
2
146
0.2%
3
154
0.2%
4
146
0.2%
5
169
0.2%
6
177
0.2%
7
215
0.3%
8
148
0.2%
9
164
0.2%
10
144
0.2%
11
162
0.2%
12
130
0.2%
13
160
0.2%
14
161
0.2%
15
149
0.2%
LARGEST VALUES
1571
1
<0.1%
1542
1
<0.1%
1518
1
<0.1%
1500
1
<0.1%
1477
1
<0.1%
1470
1
<0.1%
1446
1
<0.1%
1442
1
<0.1%
1408
1
<0.1%
1407
1
<0.1%
1400
1
<0.1%
1385
1
<0.1%
1374
1
<0.1%
1373
1
<0.1%
1365
2
<0.1%
Relative_range_of_offer_change_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Relative_range_of_demand_change_after
0.99
Averaging_best_asks_after
0.92
Averaging_best_bids_after
0.90
Best_ask_median_after
0.86
Best_bid_median_after
-0.86
Total_dynamics_after
0.85
Bid_price_by_volume_threshold_after
0.85
Total_rise_after
0.80
Purchase_slope_after
0.77
Average_rise_after
0.76
All_deals_slope_after
0.75
Average_decline_after
-0.75
Number_of_spikes_after
0.74
Relative_range_of_offer_change_before
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.23
Day_of_week
0.12
Quarter
0.11
is_weekend
0.10
Year
0.05
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
821
1.1%
0.0002182787744622
2
<0.1%
0.0002999400119976
2
<0.1%
0.0002380952380952
2
<0.1%
0.00039004886717
2
<0.1%
1.195727613247432e-05
2
<0.1%
0.0002290981501515
2
<0.1%
0.0002723687364269
2
<0.1%
0.0002686624448282
2
<0.1%
0.0007183908045977
2
<0.1%
0.0002011870920831
1
<0.1%
0.0002034163354348
1
<0.1%
0.0001366943083136
1
<0.1%
0.0001790095831855
1
<0.1%
0.0002568888814342
1
<0.1%
SMALLEST VALUES
0.0
821
1.1%
4.771286018270824e-07
1
<0.1%
4.787440054499877e-07
1
<0.1%
4.877670464601657e-07
1
<0.1%
4.8995590406846e-07
1
<0.1%
4.916046219879651e-07
1
<0.1%
4.938276481457902e-07
1
<0.1%
4.975069925621345e-07
1
<0.1%
4.978894465560136e-07
1
<0.1%
4.996499950983981e-07
1
<0.1%
4.998705336336522e-07
1
<0.1%
4.999747511950292e-07
1
<0.1%
5.071230502842571e-07
1
<0.1%
5.123943059689462e-07
1
<0.1%
5.138083422127614e-07
1
<0.1%
LARGEST VALUES
0.0162932604735882
1
<0.1%
0.0146751510614406
1
<0.1%
0.0138274402140539
1
<0.1%
0.0135953148871159
1
<0.1%
0.0119862694903421
1
<0.1%
0.0116244899613587
1
<0.1%
0.011364429166058
1
<0.1%
0.0104443849222826
1
<0.1%
0.0100278680857762
1
<0.1%
0.0098924731182795
1
<0.1%
0.0097865301199585
1
<0.1%
0.0096366978272002
1
<0.1%
0.0089213154329454
1
<0.1%
0.0085510948647561
1
<0.1%
0.0083406703024029
1
<0.1%
Maker-Taker_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Maker-Taker_correlation_after
0.68
Sales_slope_after
-0.64
All_deals_slope_after
-0.63
Purchase_slope_after
-0.61
Total_dynamics_after
-0.49
Sales_correlation_after
-0.49
All_deals_correlation_after
-0.49
Purchase_correlation_after
-0.46
Share_of_makers_after
0.46
Relative_range_of_offer_change_after
-0.39
Relative_range_of_demand_change_after
-0.38
Averaging_best_asks_after
-0.33
Averaging_best_bids_after
-0.32
Number_of_different_levels_of_demand_after
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.20
Quarter
0.17
Year
0.11
Day_of_week
0.04
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-1.813465557000969
1
<0.1%
-4.829285095519324
1
<0.1%
-29.414055251156377
1
<0.1%
-30.147024925074373
1
<0.1%
-21.42240334224104
1
<0.1%
-3.013318298701194
1
<0.1%
-19.0590366885574
1
<0.1%
7.75983309344588
1
<0.1%
-24.19315021971668
1
<0.1%
-1.72634431285955
1
<0.1%
-12.490373456133083
1
<0.1%
-53.71988939132088
1
<0.1%
-6.731361062024165
1
<0.1%
-12.08899028794112
1
<0.1%
-11.444195108895338
1
<0.1%
SMALLEST VALUES
-434.1798308459576
1
<0.1%
-326.9582647704958
1
<0.1%
-259.8931726689374
1
<0.1%
-226.92496263675545
1
<0.1%
-167.35541483191236
1
<0.1%
-166.57406820654808
1
<0.1%
-166.0498737450473
1
<0.1%
-163.9580421491236
1
<0.1%
-156.19706157842327
1
<0.1%
-151.06193423764284
1
<0.1%
-146.77554907457144
1
<0.1%
-145.5376604553102
1
<0.1%
-144.67396022841567
1
<0.1%
-140.65111394991655
1
<0.1%
-138.32193493608432
1
<0.1%
LARGEST VALUES
126.90919636378612
1
<0.1%
114.09976156610124
1
<0.1%
108.44547251356624
1
<0.1%
106.45661797716362
1
<0.1%
82.59472363309965
1
<0.1%
69.09412431898826
1
<0.1%
68.78412396381648
1
<0.1%
68.50110136591593
1
<0.1%
67.42663709678742
1
<0.1%
67.1654302416979
1
<0.1%
66.76017939083113
1
<0.1%
62.81171131980981
1
<0.1%
62.33626860818637
1
<0.1%
59.20041303600505
1
<0.1%
56.794798998081774
1
<0.1%
Maker-Taker_correlation_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Share_of_makers_after
0.71
Maker-Taker_slope_after
0.68
Sales_correlation_after
-0.59
All_deals_correlation_after
-0.58
Purchase_correlation_after
-0.55
Share_of_makers_first_after
0.41
Sales_slope_after
-0.36
All_deals_slope_after
-0.34
Purchase_slope_after
-0.31
Total_dynamics_after
-0.20
Purchase_volume_correlation_after
-0.15
All_volumes_correlation_after
-0.11
Sales_correlation_before
0.10
All_deals_correlation_before
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.07
Quarter
0.05
Day_of_week
0.03
Year
0.03
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.8330909188642106
1
<0.1%
-0.522564854378477
1
<0.1%
-0.9124544959582622
1
<0.1%
-0.7754461710219499
1
<0.1%
-0.9091199778325508
1
<0.1%
-0.1222950131752737
1
<0.1%
-0.8837146375981513
1
<0.1%
0.1466710938227263
1
<0.1%
-0.7183484423395485
1
<0.1%
-0.1461123371113915
1
<0.1%
-0.8486048914758731
1
<0.1%
-0.8671226208327424
1
<0.1%
-0.3418384890773975
1
<0.1%
-0.6080921967734562
1
<0.1%
-0.7235902669043911
1
<0.1%
SMALLEST VALUES
-0.9982787703593292
1
<0.1%
-0.992963120990669
1
<0.1%
-0.9926149642461228
1
<0.1%
-0.9920343723537391
1
<0.1%
-0.9909992313644658
1
<0.1%
-0.9908882401924356
1
<0.1%
-0.9902949900095
1
<0.1%
-0.9902255167645309
1
<0.1%
-0.9900161283177752
1
<0.1%
-0.9893506826096392
1
<0.1%
-0.9890914435682724
1
<0.1%
-0.9890649309939
1
<0.1%
-0.9883842049095848
1
<0.1%
-0.9883513741000272
1
<0.1%
-0.9882827833215476
1
<0.1%
LARGEST VALUES
0.9956715714692016
1
<0.1%
0.991620697509581
1
<0.1%
0.9893177583147164
1
<0.1%
0.987452458946629
1
<0.1%
0.98697394259728
1
<0.1%
0.9868864666888088
1
<0.1%
0.9864007701890938
1
<0.1%
0.9863103152879412
1
<0.1%
0.9860534102531356
1
<0.1%
0.9818677722347292
1
<0.1%
0.981149939835058
1
<0.1%
0.98096339976444
1
<0.1%
0.9808745439595484
1
<0.1%
0.9807302810286126
1
<0.1%
0.9795149834437934
1
<0.1%
Share_of_makers_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Maker-Taker_correlation_after
0.71
Share_of_makers_first_after
0.65
Maker-Taker_slope_after
0.46
All_deals_correlation_after
-0.37
Sales_correlation_after
-0.35
Purchase_correlation_after
-0.34
Number_of_different_levels_of_demand_before
0.26
Number_of_spikes_before
0.26
Number_of_spikes_after
0.25
Number_of_different_levels_of_offer_before
0.25
Number_of_different_levels_of_offer_after
0.23
Number_of_different_levels_of_demand_after
0.22
Seller_price_by_volume_threshold_before
-0.21
Median_decline_after
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.18
Quarter
0.10
Year
0.05
Day_of_week
0.05
is_weekend
0.05
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.5
230
0.3%
0.4
201
0.3%
0.3333333333333333
150
0.2%
0.4285714285714285
145
0.2%
0.4444444444444444
116
0.1%
0.375
95
0.1%
0.4545454545454545
90
0.1%
0.4166666666666667
84
0.1%
0.3846153846153846
73
<0.1%
0.3636363636363636
69
<0.1%
0.4375
69
<0.1%
0.4615384615384615
62
<0.1%
0.4117647058823529
61
<0.1%
0.25
56
<0.1%
0.4210526315789473
56
<0.1%
SMALLEST VALUES
0.0
4
<0.1%
0.0275229357798165
1
<0.1%
0.04
1
<0.1%
0.0434782608695652
1
<0.1%
0.0465116279069767
1
<0.1%
0.048780487804878
2
<0.1%
0.0533333333333333
1
<0.1%
0.0555555555555555
1
<0.1%
0.0583333333333333
1
<0.1%
0.0588235294117647
1
<0.1%
0.064
1
<0.1%
0.064516129032258
1
<0.1%
0.0666666666666666
2
<0.1%
0.0689655172413793
2
<0.1%
0.0697674418604651
1
<0.1%
LARGEST VALUES
0.9559322033898304
1
<0.1%
0.9090909090909092
1
<0.1%
0.9047619047619048
1
<0.1%
0.8888888888888888
1
<0.1%
0.875
1
<0.1%
0.8666666666666667
1
<0.1%
0.8571428571428571
1
<0.1%
0.8545454545454545
1
<0.1%
0.8518518518518519
1
<0.1%
0.85
1
<0.1%
0.8448275862068966
1
<0.1%
0.8333333333333334
1
<0.1%
0.8285714285714286
2
<0.1%
0.8095238095238095
1
<0.1%
0.8076923076923077
1
<0.1%
Share_of_makers_first_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Share_of_makers_after
0.65
Maker-Taker_correlation_after
0.41
Maker-Taker_slope_after
0.27
Number_of_spikes_before
0.27
Number_of_different_levels_of_demand_before
0.26
Number_of_different_levels_of_offer_before
0.25
Number_of_spikes_after
0.25
Seller_price_by_volume_threshold_before
-0.22
Number_of_different_levels_of_offer_after
0.21
Bid_price_by_volume_threshold_before
0.21
Number_of_different_levels_of_demand_after
0.20
Relative_range_of_offer_change_before
0.20
Relative_range_of_demand_change_before
0.20
Seller_price_by_volume_threshold_after
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.18
Quarter
0.08
Day_of_week
0.05
is_weekend
0.05
Year
0.03
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.2
271
0.3%
0.1666666666666666
207
0.3%
0.1428571428571428
154
0.2%
0.25
143
0.2%
0.1818181818181818
131
0.2%
0.2222222222222222
121
0.2%
0.1538461538461538
106
0.1%
0.125
98
0.1%
0.1875
96
0.1%
0.0
92
0.1%
0.1764705882352941
83
0.1%
0.1111111111111111
80
0.1%
0.1578947368421052
75
<0.1%
0.1904761904761904
75
<0.1%
0.2142857142857142
75
<0.1%
SMALLEST VALUES
0.0
92
0.1%
0.0044444444444444
1
<0.1%
0.005181347150259
1
<0.1%
0.0052910052910052
1
<0.1%
0.0055555555555555
1
<0.1%
0.00625
1
<0.1%
0.0077519379844961
1
<0.1%
0.008695652173913
2
<0.1%
0.0088495575221238
1
<0.1%
0.0091743119266055
1
<0.1%
0.0093457943925233
1
<0.1%
0.0094339622641509
1
<0.1%
0.0096153846153846
1
<0.1%
0.0097087378640776
3
<0.1%
0.0103092783505154
1
<0.1%
LARGEST VALUES
0.4576271186440678
1
<0.1%
0.4545454545454545
1
<0.1%
0.453125
1
<0.1%
0.45
1
<0.1%
0.4482758620689655
2
<0.1%
0.4444444444444444
2
<0.1%
0.4411764705882353
1
<0.1%
0.4347826086956521
1
<0.1%
0.4285714285714285
2
<0.1%
0.4230769230769231
1
<0.1%
0.4222222222222222
1
<0.1%
0.4202898550724637
1
<0.1%
0.4166666666666667
2
<0.1%
0.4074074074074074
1
<0.1%
0.4047619047619047
1
<0.1%
All_deals_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Purchase_slope_after
0.99
Sales_slope_after
0.99
Total_dynamics_after
0.87
Relative_range_of_offer_change_after
0.75
Relative_range_of_demand_change_after
0.75
Averaging_best_bids_after
0.68
Averaging_best_asks_after
0.68
Best_bid_median_after
-0.66
Best_ask_median_after
0.66
Maker-Taker_slope_after
-0.63
All_deals_correlation_after
0.58
Bid_price_by_volume_threshold_after
0.55
Sales_correlation_after
0.55
Purchase_correlation_after
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.14
Day_of_week
0.07
is_weekend
0.06
Quarter
0.04
Year
0.04
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.0004082963915339
1
<0.1%
0.2803630548101244
1
<0.1%
0.838129472398428
1
<0.1%
1.0328381358639318
1
<0.1%
0.9810676292885776
1
<0.1%
0.3788665611268267
1
<0.1%
1.2393770630470549
1
<0.1%
-0.7670328948727907
1
<0.1%
1.108345268282359
1
<0.1%
0.2575799143339408
1
<0.1%
0.2997166595114048
1
<0.1%
3.1020914484506283
1
<0.1%
0.4803762979268582
1
<0.1%
0.2980959189214217
1
<0.1%
0.3830665799188331
1
<0.1%
SMALLEST VALUES
-6.315910617690811
1
<0.1%
-4.034760714488732
1
<0.1%
-3.739111167387774
1
<0.1%
-3.702993587617326
1
<0.1%
-3.492299236666728
1
<0.1%
-2.614118310458984
1
<0.1%
-2.6082362482136427
1
<0.1%
-2.597723119456236
1
<0.1%
-2.5834793743947144
1
<0.1%
-2.487018722026529
1
<0.1%
-2.4734868196853053
1
<0.1%
-2.270870042652384
1
<0.1%
-2.2566228538313164
1
<0.1%
-2.246043733445481
1
<0.1%
-2.093348355969742
1
<0.1%
LARGEST VALUES
24.701234296322355
1
<0.1%
23.78980057188532
1
<0.1%
18.060547227135554
1
<0.1%
16.322909374150676
1
<0.1%
15.515919455521768
1
<0.1%
14.712178204693853
1
<0.1%
13.689277299643331
1
<0.1%
13.445879516526215
1
<0.1%
13.011400119413684
1
<0.1%
12.82576117393312
1
<0.1%
12.811477635189677
1
<0.1%
12.5285492939712
1
<0.1%
12.47356621837899
1
<0.1%
12.324835481592682
1
<0.1%
12.286308271349585
1
<0.1%
All_deals_correlation_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Purchase_correlation_after
0.98
Sales_correlation_after
0.96
Sales_slope_after
0.60
Maker-Taker_correlation_after
-0.58
All_deals_slope_after
0.58
Purchase_slope_after
0.55
Maker-Taker_slope_after
-0.49
Total_dynamics_after
0.39
Share_of_makers_after
-0.37
Relative_range_of_demand_change_after
0.21
Relative_range_of_offer_change_after
0.21
Averaging_best_bids_after
0.19
Best_bid_median_after
-0.19
Best_ask_median_after
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.05
Day_of_week
0.04
is_weekend
0.03
Quarter
0.02
Year
0.02
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.1781460791776789
1
<0.1%
0.6608264270937504
1
<0.1%
0.8749677191563854
1
<0.1%
0.6997586654908067
1
<0.1%
0.9530274718832876
1
<0.1%
0.3518840214679322
1
<0.1%
0.9296957828709425
1
<0.1%
-0.3819882170789869
1
<0.1%
0.8524896122619945
1
<0.1%
0.5012882495650133
1
<0.1%
0.7417598733299119
1
<0.1%
0.9199916812123802
1
<0.1%
0.5934694994862271
1
<0.1%
0.3567865849660736
1
<0.1%
0.5195944711796433
1
<0.1%
SMALLEST VALUES
-0.9341802819789274
1
<0.1%
-0.9169286666920022
1
<0.1%
-0.9017633990982904
1
<0.1%
-0.8909304331779424
1
<0.1%
-0.8669673280013687
1
<0.1%
-0.8667917707854204
1
<0.1%
-0.8463700921499151
1
<0.1%
-0.8411724890190443
1
<0.1%
-0.8286310080823175
1
<0.1%
-0.8283027658025707
1
<0.1%
-0.8269259922714841
1
<0.1%
-0.8229381015335558
1
<0.1%
-0.8217133441557651
1
<0.1%
-0.8216922392006412
1
<0.1%
-0.8173653875808086
1
<0.1%
LARGEST VALUES
0.9888584100757808
1
<0.1%
0.9871228504413084
1
<0.1%
0.987066559282362
1
<0.1%
0.9870658407803874
1
<0.1%
0.9860982035864008
1
<0.1%
0.9859654345652704
1
<0.1%
0.9854933253947892
1
<0.1%
0.9854234567956076
1
<0.1%
0.9851926164732808
1
<0.1%
0.9848909023780824
1
<0.1%
0.984743446932125
1
<0.1%
0.9847384706038323
1
<0.1%
0.9841037799529828
1
<0.1%
0.9837535033265904
1
<0.1%
0.9836161084428232
1
<0.1%
All_volumes_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_volumes_correlation_after
0.74
Purchase_volume_correlation_after
0.60
Sales_volume_correlation_after
0.40
Sales_volume_slope_after
0.30
Sales_correlation_after
0.10
All_deals_correlation_after
0.08
Share_of_makers_first_after
0.08
Purchase_correlation_after
0.08
Maker-Taker_correlation_after
-0.07
Maker-Taker_slope_after
-0.07
Share_of_makers_before
-0.07
Purchase_volume_after_median
-0.07
Averaging_best_bids_before
-0.06
Purchase_volume_slope_after
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.08
Quarter
0.06
Year
0.02
Day_of_week
0.02
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
8.462051569116441e-05
1
<0.1%
0.0002655618469686
1
<0.1%
0.0053517750962668
1
<0.1%
-0.0027833261742405
1
<0.1%
-0.0011616413313509
1
<0.1%
0.0024129550441979
1
<0.1%
-0.0025172416089234
1
<0.1%
-0.0070873275292604
1
<0.1%
0.0045687165088523
1
<0.1%
-0.0014096270377267
1
<0.1%
-0.0014999185322214
1
<0.1%
0.0027509745586383
1
<0.1%
-3.17401334822991e-05
1
<0.1%
0.0055355094247383
1
<0.1%
0.0014334526164035
1
<0.1%
SMALLEST VALUES
-0.187143367482982
1
<0.1%
-0.1697453466031767
1
<0.1%
-0.1671273717908349
1
<0.1%
-0.1361495185568062
1
<0.1%
-0.1263082464009251
1
<0.1%
-0.118687466307826
1
<0.1%
-0.1032215654319986
1
<0.1%
-0.1003302511510481
1
<0.1%
-0.092336498332509
1
<0.1%
-0.0871535406179656
1
<0.1%
-0.0870660538344689
1
<0.1%
-0.0851685438317052
1
<0.1%
-0.082957015463568
1
<0.1%
-0.0825904101900414
1
<0.1%
-0.08236332809794
1
<0.1%
LARGEST VALUES
0.2093333665445612
1
<0.1%
0.201843668531615
1
<0.1%
0.1141703968383598
1
<0.1%
0.0767336271719149
1
<0.1%
0.074913000326189
1
<0.1%
0.07181790993809
1
<0.1%
0.0714101760919028
1
<0.1%
0.0709436536485679
1
<0.1%
0.069676116564961
1
<0.1%
0.0680500007168744
1
<0.1%
0.0654554991150455
1
<0.1%
0.0644673313412051
1
<0.1%
0.0644476094922305
1
<0.1%
0.0625199162217723
1
<0.1%
0.0622445743223436
1
<0.1%
All_volumes_correlation_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Purchase_volume_correlation_after
0.81
All_volumes_slope_after
0.74
Sales_volume_correlation_after
0.54
Sales_volume_slope_after
0.22
Sales_correlation_after
0.14
All_deals_correlation_after
0.13
Purchase_correlation_after
0.13
Maker-Taker_correlation_after
-0.11
Maker-Taker_slope_after
-0.10
Share_of_makers_before
-0.09
Sales_slope_after
0.09
Share_of_makers_first_after
0.08
All_deals_correlation_before
0.08
Sales_correlation_before
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.07
Quarter
0.03
Day_of_week
0.02
is_weekend
0.01
Year
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0079746228388251
1
<0.1%
0.0132078124544993
1
<0.1%
0.0435242763833552
1
<0.1%
-0.0502915093742722
1
<0.1%
-0.0393157531241352
1
<0.1%
0.0745880826434681
1
<0.1%
-0.0636890971519679
1
<0.1%
-0.044021314645836
1
<0.1%
0.0496075883858167
1
<0.1%
-0.049833419320201
1
<0.1%
-0.0660975947187777
1
<0.1%
0.0243772836088324
1
<0.1%
-0.0010226819519478
1
<0.1%
0.1313635520857512
1
<0.1%
0.0174995110067377
1
<0.1%
SMALLEST VALUES
-0.8975082847691953
1
<0.1%
-0.7385948734166706
1
<0.1%
-0.6748496869406382
1
<0.1%
-0.6427076434098478
1
<0.1%
-0.641000943747607
1
<0.1%
-0.627640969875079
1
<0.1%
-0.6273517455367703
1
<0.1%
-0.6093729691182489
1
<0.1%
-0.6050622321654987
1
<0.1%
-0.5947689245719094
1
<0.1%
-0.5940558599478953
1
<0.1%
-0.5862089730390049
1
<0.1%
-0.5781725731722818
1
<0.1%
-0.5731639566851092
1
<0.1%
-0.5706916211018821
1
<0.1%
LARGEST VALUES
0.7481712320916889
1
<0.1%
0.670227211082762
1
<0.1%
0.6373642543307715
1
<0.1%
0.6323516144052581
1
<0.1%
0.6321176517850285
1
<0.1%
0.6304511692115662
1
<0.1%
0.629627117092018
1
<0.1%
0.6069016041614036
1
<0.1%
0.5659007868415097
1
<0.1%
0.5577275358888234
1
<0.1%
0.5474696109368682
1
<0.1%
0.5474528643001346
1
<0.1%
0.5466181331377251
1
<0.1%
0.5411343132460902
1
<0.1%
0.5341596463814959
1
<0.1%
Sales_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_slope_after
0.99
Purchase_slope_after
0.96
Total_dynamics_after
0.84
Relative_range_of_offer_change_after
0.71
Relative_range_of_demand_change_after
0.71
Maker-Taker_slope_after
-0.64
Averaging_best_asks_after
0.63
Averaging_best_bids_after
0.63
Best_ask_median_after
0.61
Best_bid_median_after
-0.61
Sales_correlation_after
0.60
All_deals_correlation_after
0.60
Purchase_correlation_after
0.56
Bid_price_by_volume_threshold_after
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.13
Day_of_week
0.07
is_weekend
0.06
Quarter
0.05
Year
0.04
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
755
1.0%
-5.500764070445207e-28
1
<0.1%
0.0698557495133627
1
<0.1%
-0.1049485564019135
1
<0.1%
0.1794351322243857
1
<0.1%
-0.0806405495507708
1
<0.1%
0.2862830469562996
1
<0.1%
-0.0242978925809459
1
<0.1%
0.2297604141382273
1
<0.1%
0.1590447272839873
1
<0.1%
3.602111267454202
1
<0.1%
0.3265128995832821
1
<0.1%
-0.0981326621865108
1
<0.1%
0.4229471637050323
1
<0.1%
-0.0020908026022164
1
<0.1%
SMALLEST VALUES
-6.323221714289298
1
<0.1%
-6.29343714296952
1
<0.1%
-4.41969217412013
1
<0.1%
-3.8601868050599935
1
<0.1%
-3.6956732808149817
1
<0.1%
-3.4947421712688733
1
<0.1%
-3.4247097394428616
1
<0.1%
-3.298227873797713
1
<0.1%
-3.1619771166887856
1
<0.1%
-2.85003359652288
1
<0.1%
-2.749958372112775
1
<0.1%
-2.6781790845705054
1
<0.1%
-2.5216612174854016
1
<0.1%
-2.510805035056266
1
<0.1%
-2.457873725222412
1
<0.1%
LARGEST VALUES
23.70640287028665
1
<0.1%
18.308671215358487
1
<0.1%
17.915232786476604
1
<0.1%
15.484968414173634
1
<0.1%
15.297090110395064
1
<0.1%
13.35588543077394
1
<0.1%
13.050911992978868
1
<0.1%
12.683443565188083
1
<0.1%
12.649399023839004
1
<0.1%
12.504934843225502
1
<0.1%
12.14192656622831
1
<0.1%
11.972354188763797
1
<0.1%
11.62956360728539
1
<0.1%
11.580982022189982
1
<0.1%
11.347011650646404
1
<0.1%
Sales_correlation_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_correlation_after
0.96
Purchase_correlation_after
0.91
Sales_slope_after
0.60
Maker-Taker_correlation_after
-0.59
All_deals_slope_after
0.55
Purchase_slope_after
0.51
Maker-Taker_slope_after
-0.49
Total_dynamics_after
0.37
Share_of_makers_after
-0.35
Relative_range_of_demand_change_after
0.19
Relative_range_of_offer_change_after
0.19
Purchase_volume_correlation_after
0.18
Averaging_best_bids_after
0.16
Averaging_best_asks_after
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.06
Day_of_week
0.03
Quarter
0.03
is_weekend
0.02
Year
0.02
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
744
1.0%
1.0
14
<0.1%
-1.3121522631588407e-16
1
<0.1%
0.5343374377396635
1
<0.1%
-0.3682512080539382
1
<0.1%
0.8903293707853197
1
<0.1%
-0.265235525057227
1
<0.1%
0.84572959818794
1
<0.1%
-0.110095148082356
1
<0.1%
0.7457786343598585
1
<0.1%
0.1444708950665638
1
<0.1%
0.9195475506252456
1
<0.1%
0.930134348422653
1
<0.1%
-0.267974911027818
1
<0.1%
0.3300042690339776
1
<0.1%
SMALLEST VALUES
-0.966129151079858
1
<0.1%
-0.9615938488788774
1
<0.1%
-0.9514577622700688
1
<0.1%
-0.9479971755934056
1
<0.1%
-0.9479070135501904
1
<0.1%
-0.9408779800375572
1
<0.1%
-0.9358618882860684
1
<0.1%
-0.9291186059004832
1
<0.1%
-0.9265720204510598
1
<0.1%
-0.9212169310872258
1
<0.1%
-0.9202073494582232
1
<0.1%
-0.9145430192873746
1
<0.1%
-0.9133153776538998
1
<0.1%
-0.9125566942961412
1
<0.1%
-0.9091751284825086
1
<0.1%
LARGEST VALUES
1.0
14
<0.1%
0.9999822869339556
1
<0.1%
0.9999237243925464
1
<0.1%
0.9994463645582896
1
<0.1%
0.999298098122303
1
<0.1%
0.9992070666915628
1
<0.1%
0.9986618803042956
1
<0.1%
0.9983486403651588
1
<0.1%
0.9977428813985982
1
<0.1%
0.9975998572438108
1
<0.1%
0.9975571489367232
1
<0.1%
0.9969170682716826
1
<0.1%
0.996051948634815
1
<0.1%
0.9959782582533248
1
<0.1%
0.995774454626686
1
<0.1%
Purchase_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_slope_after
0.99
Sales_slope_after
0.96
Total_dynamics_after
0.87
Relative_range_of_offer_change_after
0.77
Relative_range_of_demand_change_after
0.77
Averaging_best_asks_after
0.70
Averaging_best_bids_after
0.70
Best_bid_median_after
-0.70
Best_ask_median_after
0.70
Maker-Taker_slope_after
-0.61
Bid_price_by_volume_threshold_after
0.57
Average_rise_after
0.55
All_deals_correlation_after
0.55
Total_rise_after
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.14
Day_of_week
0.07
is_weekend
0.06
Quarter
0.05
Year
0.05
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
589
0.8%
5.4349541693274795e-28
1
<0.1%
2.7990251302288347
1
<0.1%
0.8132516178552366
1
<0.1%
0.527483893709094
1
<0.1%
1.945873887213075
1
<0.1%
1.894353775471264
1
<0.1%
0.0690935915655746
1
<0.1%
0.4340201509012475
1
<0.1%
1.0783495445944655
1
<0.1%
0.636051243703053
1
<0.1%
1.0260658333154449
1
<0.1%
3.502512241945374
1
<0.1%
0.3612061242056785
1
<0.1%
1.9626964277471868
1
<0.1%
SMALLEST VALUES
-6.257599521529146
1
<0.1%
-4.179711576180552
1
<0.1%
-3.7576008295806487
1
<0.1%
-3.567064904530303
1
<0.1%
-2.858824250494672
1
<0.1%
-2.363700019045461
1
<0.1%
-2.360432348066272
1
<0.1%
-2.295979622555792
1
<0.1%
-2.25832046785381
1
<0.1%
-2.242379092159418
1
<0.1%
-2.2039888385124566
1
<0.1%
-2.100282256472798
1
<0.1%
-2.097271919695381
1
<0.1%
-2.09191243591484
1
<0.1%
-2.079775829877739
1
<0.1%
LARGEST VALUES
25.92287665905704
1
<0.1%
25.36160839652819
1
<0.1%
18.17097282071332
1
<0.1%
16.97948395410765
1
<0.1%
15.786064619530304
1
<0.1%
15.572104730176232
1
<0.1%
15.07924598457663
1
<0.1%
14.287432621388486
1
<0.1%
14.078484590849634
1
<0.1%
13.52484832629092
1
<0.1%
13.46007193886155
1
<0.1%
13.34587824793302
1
<0.1%
13.142175257520208
1
<0.1%
13.011361436819012
1
<0.1%
12.74503274356224
1
<0.1%
Purchase_correlation_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_correlation_after
0.98
Sales_correlation_after
0.91
Sales_slope_after
0.56
Maker-Taker_correlation_after
-0.55
All_deals_slope_after
0.55
Purchase_slope_after
0.53
Maker-Taker_slope_after
-0.46
Total_dynamics_after
0.36
Share_of_makers_after
-0.34
Relative_range_of_demand_change_after
0.19
Relative_range_of_offer_change_after
0.19
Averaging_best_bids_after
0.18
Best_bid_median_after
-0.18
Best_ask_median_after
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.06
Quarter
0.04
Year
0.03
Day_of_week
0.03
is_weekend
0.03
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
586
0.8%
1.0
5
<0.1%
3.427282721844829e-16
1
<0.1%
0.8834832078725717
1
<0.1%
0.7954786160509891
1
<0.1%
0.4562543869071945
1
<0.1%
0.9315433441372808
1
<0.1%
0.8415585075929304
1
<0.1%
0.1127795054038929
1
<0.1%
0.5309228058309328
1
<0.1%
0.9496366348864418
1
<0.1%
0.8415061478626095
1
<0.1%
0.4892646791651744
1
<0.1%
0.9287240130127694
1
<0.1%
0.2802444234721651
1
<0.1%
SMALLEST VALUES
-0.926758097073307
1
<0.1%
-0.9226826811345696
1
<0.1%
-0.918235295331204
1
<0.1%
-0.9153191564744768
1
<0.1%
-0.9134426218685288
1
<0.1%
-0.8897035326840113
1
<0.1%
-0.8818388967231916
1
<0.1%
-0.8731294427010254
1
<0.1%
-0.855497483429167
1
<0.1%
-0.8527100760278677
1
<0.1%
-0.8512292580876839
1
<0.1%
-0.8429356595217434
1
<0.1%
-0.8427101350903183
1
<0.1%
-0.8421335760248599
1
<0.1%
-0.8415144025951802
1
<0.1%
LARGEST VALUES
1.0
5
<0.1%
0.9920584604759904
1
<0.1%
0.9906875260141488
1
<0.1%
0.9900177289360256
1
<0.1%
0.9898848339193662
1
<0.1%
0.9885595015001746
1
<0.1%
0.9883431982008388
1
<0.1%
0.9882367789092992
1
<0.1%
0.988155323052382
1
<0.1%
0.9880909963481432
1
<0.1%
0.988082233929069
1
<0.1%
0.9877840975886168
1
<0.1%
0.9875283337267484
1
<0.1%
0.9870519779362018
1
<0.1%
0.9868514218142068
1
<0.1%
Sales_volume_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Sales_volume_correlation_after
0.38
All_volumes_slope_after
0.30
All_volumes_correlation_after
0.22
Purchase_volume_correlation_after
0.06
Sales_slope_after
0.03
Sales_volume_correlation_before
-0.03
Median_rise_after
-0.02
Sales_correlation_after
0.02
Purchase_volume_slope_after
0.02
Purchase_correlation_after
0.02
Volumes_after_median
-0.02
Purchase_volume_after_median
-0.02
All_deals_correlation_after
0.02
Median_decline_before
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Quarter
0.01
Day_of_week
0.01
is_weekend
0.00
Year
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
13
<0.1%
0.0002052331640756
1
<0.1%
-0.0021214061153574
1
<0.1%
-0.0002228382038364
1
<0.1%
-0.0002132590048425
1
<0.1%
0.0016461258546834
1
<0.1%
0.0033905633141117
1
<0.1%
0.0051552716125603
1
<0.1%
-0.0012804117269285
1
<0.1%
0.0058984614074511
1
<0.1%
-0.0003430051374887
1
<0.1%
-0.0021998639858258
1
<0.1%
-0.0033153868920622
1
<0.1%
0.0028257202890171
1
<0.1%
0.0020059806041544
1
<0.1%
SMALLEST VALUES
-2.37758866004739
1
<0.1%
-2.05602298394506
1
<0.1%
-0.4256779182207137
1
<0.1%
-0.315783822476736
1
<0.1%
-0.2309882282538712
1
<0.1%
-0.1878142947556763
1
<0.1%
-0.1796428571428571
1
<0.1%
-0.1717277930904763
1
<0.1%
-0.1625997926676597
1
<0.1%
-0.161178148003373
1
<0.1%
-0.1540593083011644
1
<0.1%
-0.1358380944591833
1
<0.1%
-0.1335434239948664
1
<0.1%
-0.1330670399100523
1
<0.1%
-0.1253855280904006
1
<0.1%
LARGEST VALUES
0.9208911376398636
1
<0.1%
0.4885624322370893
1
<0.1%
0.4299949668897277
1
<0.1%
0.3088037622341688
1
<0.1%
0.2556842729360126
1
<0.1%
0.2070656983156376
1
<0.1%
0.1915191344513013
1
<0.1%
0.1740833125638612
1
<0.1%
0.1468332767575076
1
<0.1%
0.1439206416069477
1
<0.1%
0.1438054132831827
1
<0.1%
0.1382229441125624
1
<0.1%
0.1315399422873173
1
<0.1%
0.1310135524254609
1
<0.1%
0.129073252293621
1
<0.1%
Sales_volume_correlation_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_volumes_correlation_after
0.54
All_volumes_slope_after
0.40
Sales_volume_slope_after
0.38
Purchase_volume_correlation_after
0.18
Purchase_correlation_after
0.06
All_deals_correlation_after
0.05
Sales_correlation_after
0.05
Averaging_best_bids_before
-0.04
Maker-Taker_slope_after
-0.04
Averaging_best_asks_before
-0.04
Best_bid_median_before
0.04
Purchase_slope_after
0.04
Best_ask_median_before
-0.04
Sales_slope_after
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.04
Quarter
0.02
Year
0.02
Day_of_week
0.01
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1.0
23
<0.1%
-1.0
6
<0.1%
0.0
2
<0.1%
-0.9999999999999998
2
<0.1%
0.1144092987596404
1
<0.1%
0.0533434196188136
1
<0.1%
-0.0720692714704985
1
<0.1%
0.0892981114471601
1
<0.1%
-0.037538423637101
1
<0.1%
-0.0778656273666328
1
<0.1%
-0.0169997222396748
1
<0.1%
-0.0081742335799171
1
<0.1%
-0.0050447168348047
1
<0.1%
-0.0083686146533885
1
<0.1%
0.0582062249431269
1
<0.1%
SMALLEST VALUES
-1.0
6
<0.1%
-0.9999999999999998
2
<0.1%
-0.99908846897146
1
<0.1%
-0.9963373967268752
1
<0.1%
-0.9943240640502584
1
<0.1%
-0.9931144928280428
1
<0.1%
-0.992029131089898
1
<0.1%
-0.9912396898375374
1
<0.1%
-0.9893631209544176
1
<0.1%
-0.9874051731316156
1
<0.1%
-0.9845316955962986
1
<0.1%
-0.9723274113261134
1
<0.1%
-0.9592921197623864
1
<0.1%
-0.955034009213708
1
<0.1%
-0.9541075525562106
1
<0.1%
LARGEST VALUES
1.0
23
<0.1%
0.9999999999999998
1
<0.1%
0.9993565257681158
1
<0.1%
0.998976880131326
1
<0.1%
0.9980793337451284
1
<0.1%
0.9960127576656752
1
<0.1%
0.995483098495164
1
<0.1%
0.987581503480899
1
<0.1%
0.9855099331240256
1
<0.1%
0.984485168577108
1
<0.1%
0.9832274337620154
1
<0.1%
0.981400660524285
1
<0.1%
0.9541954296480628
1
<0.1%
0.953239698680596
1
<0.1%
0.939569342935986
1
<0.1%
Purchase_volume_slope_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Purchase_volume_after_median
-0.19
All_volumes_slope_after
0.06
Purchase_volume_correlation_after
0.06
All_volumes_correlation_after
0.03
Volumes_after_median
-0.03
Share_of_makers_after
-0.02
Purchase_volume_before_median
-0.02
Volumes_before_median
-0.02
Sales_volume_slope_after
0.02
Sales_correlation_after
0.02
Maker-Taker_correlation_after
-0.01
Median_rise_after
-0.01
Share_of_makers_before
0.01
Average_rise_after
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Quarter
0.01
Day_of_week
0.01
Year
0.01
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
4
<0.1%
0.000615446782265
1
<0.1%
0.0080556220311681
1
<0.1%
-0.0024851600096509
1
<0.1%
-0.0005507728649687
1
<0.1%
-0.0032113035830234
1
<0.1%
-0.0026654748222861
1
<0.1%
-0.0078888214337293
1
<0.1%
0.0106562607925913
1
<0.1%
-0.0006828060815719
1
<0.1%
-0.0001279794211509
1
<0.1%
-0.001306147608528
1
<0.1%
0.002736073546635
1
<0.1%
-0.0002456813836656
1
<0.1%
0.0037904162716674
1
<0.1%
SMALLEST VALUES
-62.70399999999994
1
<0.1%
-0.9585555555555568
1
<0.1%
-0.3978653074014247
1
<0.1%
-0.2710172575560449
1
<0.1%
-0.2677782518120951
1
<0.1%
-0.2568503103420248
1
<0.1%
-0.2059170219400165
1
<0.1%
-0.1971336874839332
1
<0.1%
-0.1666701904949793
1
<0.1%
-0.1622358078986475
1
<0.1%
-0.1559200180783956
1
<0.1%
-0.1530463509962154
1
<0.1%
-0.1433316725894156
1
<0.1%
-0.1397718086923375
1
<0.1%
-0.1345383829068727
1
<0.1%
LARGEST VALUES
0.201843668531615
1
<0.1%
0.1948253489791336
1
<0.1%
0.1730275709698687
1
<0.1%
0.1682554233579178
1
<0.1%
0.1471812370259345
1
<0.1%
0.144085560425247
1
<0.1%
0.1339913717601742
1
<0.1%
0.1336152584142799
1
<0.1%
0.106417571233678
1
<0.1%
0.1017161118952685
1
<0.1%
0.1001571221507457
1
<0.1%
0.0999578868354794
1
<0.1%
0.0979504136594954
1
<0.1%
0.096132050198038
1
<0.1%
0.0922407365652658
1
<0.1%
Purchase_volume_correlation_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_volumes_correlation_after
0.81
All_volumes_slope_after
0.60
Sales_volume_correlation_after
0.18
Sales_correlation_after
0.18
All_deals_correlation_after
0.16
Purchase_correlation_after
0.16
Maker-Taker_correlation_after
-0.15
Maker-Taker_slope_after
-0.13
Sales_slope_after
0.10
Share_of_makers_before
-0.09
All_deals_slope_after
0.08
Share_of_makers_after
-0.08
Share_of_makers_first_after
0.08
All_deals_correlation_before
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.09
Quarter
0.05
Day_of_week
0.02
Year
0.01
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1.0
4
<0.1%
-1.0
4
<0.1%
0.0501877094348578
1
<0.1%
-0.0802196912252079
1
<0.1%
-0.0590014312914808
1
<0.1%
0.0594284049861917
1
<0.1%
0.0435302114471726
1
<0.1%
0.0513109429894171
1
<0.1%
-0.0375811056146392
1
<0.1%
-0.0193971022674719
1
<0.1%
-0.0599376567358023
1
<0.1%
-0.060100818975213
1
<0.1%
-0.0397482452246666
1
<0.1%
0.0865178894551504
1
<0.1%
-0.0282317037951304
1
<0.1%
SMALLEST VALUES
-1.0
4
<0.1%
-0.9998465154644868
1
<0.1%
-0.9994514748794796
1
<0.1%
-0.9822797991217384
1
<0.1%
-0.9483920356553656
1
<0.1%
-0.9246317305164924
1
<0.1%
-0.9237811266668366
1
<0.1%
-0.9199211671199276
1
<0.1%
-0.8946753152743132
1
<0.1%
-0.8764956964389269
1
<0.1%
-0.8531920150886076
1
<0.1%
-0.8526569872003199
1
<0.1%
-0.847893107430559
1
<0.1%
-0.8330082864478141
1
<0.1%
-0.8265616379733242
1
<0.1%
LARGEST VALUES
1.0
4
<0.1%
0.991098029721996
1
<0.1%
0.9841498500704866
1
<0.1%
0.978978314477899
1
<0.1%
0.9661368575771504
1
<0.1%
0.9606964327361764
1
<0.1%
0.8850670869618307
1
<0.1%
0.8306771358339791
1
<0.1%
0.8248750024805096
1
<0.1%
0.8186095716815506
1
<0.1%
0.8145782892726628
1
<0.1%
0.8096797837540796
1
<0.1%
0.806388210896496
1
<0.1%
0.8057846303844126
1
<0.1%
0.7773625283212797
1
<0.1%
Number_of_spikes_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Number_of_different_levels_of_offer_after
0.89
Number_of_different_levels_of_demand_after
0.88
Number_of_spikes_before
0.85
Total_rise_after
0.79
Number_of_different_levels_of_demand_before
0.78
Number_of_different_levels_of_offer_before
0.77
Relative_range_of_demand_change_after
0.74
Relative_range_of_offer_change_after
0.74
Best_ask_median_after
0.73
Averaging_best_asks_after
0.71
Best_bid_median_after
-0.71
Bid_price_by_volume_threshold_after
0.70
Median_decline_after
-0.69
Average_decline_after
-0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.42
Quarter
0.30
Year
0.20
Day_of_week
0.11
is_weekend
0.10
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
137
283
0.4%
172
280
0.4%
148
279
0.4%
133
279
0.4%
156
276
0.4%
146
276
0.4%
166
275
0.4%
167
275
0.4%
153
269
0.3%
147
269
0.3%
165
269
0.3%
145
268
0.3%
187
268
0.3%
151
268
0.3%
117
267
0.3%
SMALLEST VALUES
0
1
<0.1%
1
3
<0.1%
2
14
<0.1%
3
33
<0.1%
4
61
<0.1%
5
118
0.2%
6
117
0.2%
7
163
0.2%
8
189
0.2%
9
174
0.2%
10
188
0.2%
11
205
0.3%
12
174
0.2%
13
217
0.3%
14
199
0.3%
LARGEST VALUES
2348
1
<0.1%
2317
1
<0.1%
2226
1
<0.1%
2057
1
<0.1%
1953
1
<0.1%
1921
1
<0.1%
1871
1
<0.1%
1847
1
<0.1%
1828
1
<0.1%
1823
1
<0.1%
1819
1
<0.1%
1814
1
<0.1%
1737
1
<0.1%
1711
1
<0.1%
1668
1
<0.1%
Total_rise_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Total_rise_before
0.86
Average_decline_after
-0.83
Relative_range_of_offer_change_after
0.80
Relative_range_of_demand_change_after
0.79
Number_of_spikes_after
0.79
Average_rise_after
0.78
Median_decline_after
-0.77
Averaging_best_asks_after
0.77
Best_ask_median_after
0.76
Best_bid_median_after
-0.74
Averaging_best_bids_after
0.74
Median_rise_after
0.73
Average_decline_before
-0.73
Relative_range_of_offer_change_before
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.23
Quarter
0.16
Year
0.10
Day_of_week
0.08
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0299999999951978
64
<0.1%
0.0399999999935971
59
<0.1%
0.040000000008149
53
<0.1%
0.0499999999919964
52
<0.1%
0.069999999988795
52
<0.1%
0.0599999999903957
42
<0.1%
0.0300000000061118
38
<0.1%
0.0799999999871943
37
<0.1%
0.0500000000101863
35
<0.1%
0.0199999999967985
34
<0.1%
0.0600000000122236
33
<0.1%
0.0700000000142608
28
<0.1%
0.0899999999855936
27
<0.1%
0.0800000000162981
20
<0.1%
0.1999999999679858
19
<0.1%
SMALLEST VALUES
0.0
9
<0.1%
0.0099999999983992
15
<0.1%
0.0100000000020372
14
<0.1%
0.0199999999967985
34
<0.1%
0.0200000000004365
1
<0.1%
0.0200000000040745
18
<0.1%
0.0299999999951978
64
<0.1%
0.0300000000061118
38
<0.1%
0.0399999999935971
59
<0.1%
0.0399999999972351
1
<0.1%
0.040000000008149
53
<0.1%
0.0499999999919964
52
<0.1%
0.0499999999956344
1
<0.1%
0.0500000000065483
1
<0.1%
0.0500000000101863
35
<0.1%
LARGEST VALUES
16918.510000000002
1
<0.1%
14688.850000000042
1
<0.1%
10776.090000000004
1
<0.1%
8605.010000000017
1
<0.1%
8015.390000000007
1
<0.1%
7813.19000000005
1
<0.1%
6930.330000000038
1
<0.1%
6690.169999999969
1
<0.1%
6342.700000000037
1
<0.1%
6299.649999999896
1
<0.1%
6213.650000000023
1
<0.1%
5827.060000000052
1
<0.1%
5430.030000000024
1
<0.1%
5411.54000000007
1
<0.1%
5141.84
1
<0.1%
Median_rise_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Median_decline_after
-0.92
Average_decline_after
-0.90
Average_rise_after
0.89
Median_decline_before
-0.78
Median_rise_before
0.76
Average_decline_before
-0.76
Total_rise_after
0.73
Average_rise_before
0.72
Best_ask_median_after
0.67
Relative_range_of_offer_change_after
0.65
Relative_range_of_demand_change_after
0.65
Total_rise_before
0.65
Averaging_best_asks_after
0.64
Number_of_spikes_after
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.41
Quarter
0.29
Year
0.21
Day_of_week
0.08
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0100000000020372
2,800
3.6%
0.0099999999983992
2,396
3.1%
0.6599999999998545
705
0.9%
0.75
688
0.9%
0.5900000000001455
663
0.9%
0.7700000000004366
642
0.8%
0.680000000000291
633
0.8%
0.569999999999709
624
0.8%
0.7299999999995634
613
0.8%
0.5
597
0.8%
0.6100000000005821
597
0.8%
0.6399999999994179
591
0.8%
0.819999999999709
590
0.8%
0.8400000000001455
584
0.7%
0.7000000000007276
573
0.7%
SMALLEST VALUES
0.0
9
<0.1%
0.0049999999991996
8
<0.1%
0.0050000000010186
5
<0.1%
0.0099999999983992
2,396
3.1%
0.0100000000002182
147
0.2%
0.0100000000020372
2,800
3.6%
0.0149999999975989
1
<0.1%
0.0149999999994179
5
<0.1%
0.0150000000012369
26
<0.1%
0.0199999999967985
1
<0.1%
0.0199999999986175
3
<0.1%
0.0200000000004365
39
<0.1%
0.0200000000022555
4
<0.1%
0.0249999999978172
2
<0.1%
0.0249999999996362
5
<0.1%
LARGEST VALUES
21.349999999998545
1
<0.1%
17.229999999999563
1
<0.1%
13.034999999999854
1
<0.1%
12.590000000000146
1
<0.1%
11.639999999999418
1
<0.1%
10.7549999999992
1
<0.1%
8.749999999998181
1
<0.1%
8.55999999999949
1
<0.1%
7.975000000000364
1
<0.1%
7.830000000001746
1
<0.1%
7.680000000000291
1
<0.1%
7.490000000001601
1
<0.1%
7.480000000003201
1
<0.1%
7.330000000001746
1
<0.1%
6.880000000001019
1
<0.1%
Average_rise_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Average_decline_after
-0.92
Median_rise_after
0.89
Median_decline_after
-0.83
Total_rise_after
0.78
Average_decline_before
-0.77
Average_rise_before
0.76
Relative_range_of_offer_change_after
0.76
Relative_range_of_demand_change_after
0.75
Best_ask_median_after
0.74
Averaging_best_asks_after
0.73
Median_decline_before
-0.72
Median_rise_before
0.71
Best_bid_median_after
-0.71
Bid_price_by_volume_threshold_after
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.24
Quarter
0.11
Year
0.10
Day_of_week
0.10
is_weekend
0.08
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0099999999983992
360
0.5%
0.0100000000020372
261
0.3%
0.0074999999987994
32
<0.1%
0.0079999999987194
20
<0.1%
0.0080000000016298
20
<0.1%
0.0087499999985993
19
<0.1%
0.0075000000015279
16
<0.1%
0.0085714285700565
14
<0.1%
0.0083333333319994
14
<0.1%
0.008888888887466
13
<0.1%
0.0087500000017826
12
<0.1%
0.0066666666655995
12
<0.1%
0.009523809522285
11
<0.1%
0.0089999999985593
11
<0.1%
0.0085714285731748
11
<0.1%
SMALLEST VALUES
0.0
9
<0.1%
0.0049999999991996
8
<0.1%
0.0050000000010186
5
<0.1%
0.0066666666655995
12
<0.1%
0.0066666666680248
8
<0.1%
0.0074999999987994
32
<0.1%
0.0075000000015279
16
<0.1%
0.0079999999987194
20
<0.1%
0.0080000000016298
20
<0.1%
0.0083333333319994
14
<0.1%
0.008333333335031
11
<0.1%
0.0085714285700565
14
<0.1%
0.0085714285731748
11
<0.1%
0.0087499999985993
19
<0.1%
0.0087500000017826
12
<0.1%
LARGEST VALUES
28.302215799614725
1
<0.1%
23.66225174825175
1
<0.1%
19.03902826855124
1
<0.1%
16.725424999999923
1
<0.1%
12.89172566371693
1
<0.1%
12.102686357243345
1
<0.1%
11.639999999999418
1
<0.1%
11.00449295774655
1
<0.1%
10.768415094339504
1
<0.1%
10.7549999999992
1
<0.1%
10.168595505618024
1
<0.1%
10.161774193548442
1
<0.1%
9.798765281173605
1
<0.1%
9.509295352323894
1
<0.1%
9.32980480480484
1
<0.1%
Total_dynamics_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_slope_after
0.87
Purchase_slope_after
0.87
Relative_range_of_demand_change_after
0.86
Relative_range_of_offer_change_after
0.85
Sales_slope_after
0.84
Best_ask_median_after
0.82
Averaging_best_asks_after
0.82
Best_bid_median_after
-0.82
Averaging_best_bids_after
0.81
Bid_price_by_volume_threshold_after
0.71
Total_rise_after
0.70
Average_rise_after
0.69
Number_of_spikes_after
0.68
Average_decline_after
-0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.19
Quarter
0.09
Day_of_week
0.09
Year
0.08
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.0099999999983992
201
0.3%
0.0199999999967985
198
0.3%
0.0
164
0.2%
-0.0100000000020372
140
0.2%
0.0200000000040745
135
0.2%
0.0099999999983992
92
0.1%
0.0100000000020372
67
<0.1%
4.0
58
<0.1%
4.909999999999855
55
<0.1%
3.590000000000145
54
<0.1%
5.8400000000001455
52
<0.1%
3.770000000000437
51
<0.1%
4.819999999999709
50
<0.1%
3.569999999999709
50
<0.1%
2.7999999999992724
50
<0.1%
SMALLEST VALUES
-13.5
1
<0.1%
-8.789999999997235
1
<0.1%
-8.299999999999272
1
<0.1%
-8.05000000000291
1
<0.1%
-7.910000000003492
1
<0.1%
-7.8400000000001455
1
<0.1%
-6.940000000002328
1
<0.1%
-6.249999999996362
1
<0.1%
-6.089999999996508
1
<0.1%
-5.950000000000728
1
<0.1%
-5.849999999998545
1
<0.1%
-5.769999999996799
1
<0.1%
-5.720000000001164
1
<0.1%
-5.530000000002474
1
<0.1%
-5.170000000001892
1
<0.1%
LARGEST VALUES
242.3100000000013
1
<0.1%
220.3400000000001
1
<0.1%
210.3200000000033
1
<0.1%
181.7000000000008
1
<0.1%
175.84999999999854
1
<0.1%
162.5099999999984
1
<0.1%
162.38000000000102
1
<0.1%
161.09999999999854
1
<0.1%
150.04000000000087
1
<0.1%
143.87000000000262
1
<0.1%
139.54999999999927
1
<0.1%
137.34000000000017
1
<0.1%
135.11999999999898
1
<0.1%
128.70000000000073
1
<0.1%
126.59000000000016
1
<0.1%
Median_decline_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Average_decline_after
0.94
Median_rise_after
-0.92
Average_rise_after
-0.83
Median_decline_before
0.83
Median_rise_before
-0.80
Average_decline_before
0.78
Total_rise_after
-0.77
Average_rise_before
-0.74
Number_of_spikes_after
-0.69
Total_rise_before
-0.68
Number_of_different_levels_of_offer_after
-0.68
Number_of_different_levels_of_demand_after
-0.68
Best_ask_median_after
-0.68
Relative_range_of_offer_change_after
-0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.48
Quarter
0.35
Year
0.24
Day_of_week
0.07
is_weekend
0.06
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.0099999999983992
3,063
3.9%
-0.0100000000020372
3,013
3.9%
-0.6599999999998545
776
1.0%
-0.5900000000001455
747
1.0%
-0.5
682
0.9%
-0.569999999999709
674
0.9%
-0.75
672
0.9%
-0.5200000000004366
661
0.8%
-0.680000000000291
631
0.8%
-0.6399999999994179
612
0.8%
-0.6100000000005821
606
0.8%
-0.5499999999992724
595
0.8%
-0.7299999999995634
552
0.7%
-0.7700000000004366
525
0.7%
-0.7000000000007276
522
0.7%
SMALLEST VALUES
-21.220000000001164
1
<0.1%
-17.049999999999272
1
<0.1%
-13.43499999999949
1
<0.1%
-12.400000000001455
1
<0.1%
-8.6299999999992
1
<0.1%
-7.960000000002765
1
<0.1%
-7.955000000001746
1
<0.1%
-7.330000000001746
1
<0.1%
-7.18999999999869
1
<0.1%
-6.869999999998981
1
<0.1%
-6.799999999999272
1
<0.1%
-6.710000000002765
1
<0.1%
-6.664999999999054
1
<0.1%
-6.239999999999782
1
<0.1%
-6.140000000003056
1
<0.1%
LARGEST VALUES
0.0
10
<0.1%
-0.0099999999983992
3,063
3.9%
-0.0100000000002182
246
0.3%
-0.0100000000020372
3,013
3.9%
-0.0149999999975989
1
<0.1%
-0.0149999999994179
3
<0.1%
-0.0150000000012369
12
<0.1%
-0.0199999999967985
1
<0.1%
-0.0199999999986175
1
<0.1%
-0.0200000000004365
27
<0.1%
-0.0249999999996362
3
<0.1%
-0.0250000000014551
1
<0.1%
-0.0299999999988358
4
<0.1%
-0.0300000000006548
3
<0.1%
-0.0300000000024738
1
<0.1%
Average_decline_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Median_decline_after
0.94
Average_rise_after
-0.92
Median_rise_after
-0.90
Total_rise_after
-0.83
Average_decline_before
0.81
Median_decline_before
0.81
Median_rise_before
-0.79
Average_rise_before
-0.78
Relative_range_of_offer_change_after
-0.75
Relative_range_of_demand_change_after
-0.74
Best_ask_median_after
-0.74
Averaging_best_asks_after
-0.73
Bid_price_by_volume_threshold_after
-0.73
Total_rise_before
-0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.37
Quarter
0.24
Year
0.17
Day_of_week
0.08
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.0099999999983992
1,013
1.3%
-0.0100000000020372
661
0.8%
-0.0100000000002182
74
<0.1%
-0.0099999999996119
47
<0.1%
-0.0099999999993087
44
<0.1%
-0.0100000000008246
41
<0.1%
-0.0100000000011277
26
<0.1%
-0.010000000000582
25
<0.1%
-0.0100000000013096
24
<0.1%
-0.0099999999991268
24
<0.1%
-0.0099999999998544
22
<0.1%
-0.0099999999999584
21
<0.1%
-0.0099999999990056
20
<0.1%
-0.0099999999994387
19
<0.1%
-0.009999999998854
16
<0.1%
SMALLEST VALUES
-27.989344894027056
1
<0.1%
-23.467076923076927
1
<0.1%
-18.863031914893625
1
<0.1%
-16.48358395989968
1
<0.1%
-12.459377777777894
1
<0.1%
-11.880550070521885
1
<0.1%
-10.823658192090464
1
<0.1%
-10.07107352941182
1
<0.1%
-10.015347091932506
1
<0.1%
-9.937255639097613
1
<0.1%
-9.69326007326008
1
<0.1%
-9.293598200899602
1
<0.1%
-9.20998493975907
1
<0.1%
-8.886795096322237
1
<0.1%
-8.517343750000379
1
<0.1%
LARGEST VALUES
0.0
10
<0.1%
-0.0099999999983992
1,013
1.3%
-0.0099999999984491
1
<0.1%
-0.0099999999984544
1
<0.1%
-0.0099999999984783
1
<0.1%
-0.0099999999985095
1
<0.1%
-0.0099999999985166
2
<0.1%
-0.0099999999985292
1
<0.1%
-0.0099999999985315
1
<0.1%
-0.009999999998534
1
<0.1%
-0.0099999999985392
2
<0.1%
-0.0099999999985508
2
<0.1%
-0.0099999999985574
1
<0.1%
-0.0099999999985725
4
<0.1%
-0.0099999999985811
3
<0.1%
Volumes_after_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Purchase_volume_after_median
0.83
Sales_volume_after_median
0.73
Volumes_before_median
0.52
Purchase_volume_before_median
0.44
Sales_volume_before_median
0.42
Bid_price_by_volume_threshold_after
0.40
Relative_range_of_demand_change_after
0.35
Relative_range_of_offer_change_after
0.35
Seller_price_by_volume_threshold_after
-0.35
Averaging_best_bids_after
0.33
Averaging_best_asks_after
0.32
Bid_price_by_volume_threshold_before
0.32
Relative_range_of_demand_change_before
0.31
Relative_range_of_offer_change_before
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.38
Quarter
0.35
Year
0.33
Day_of_week
0.15
is_weekend
0.13
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.01
3,590
4.6%
0.004
2,581
3.3%
0.008
1,274
1.6%
0.02
1,016
1.3%
0.00999
845
1.1%
0.002
779
1.0%
0.012
620
0.8%
0.006
571
0.7%
0.005
408
0.5%
0.003
376
0.5%
0.007
347
0.4%
0.009
290
0.4%
0.015
262
0.3%
0.016
228
0.3%
0.01099
202
0.3%
SMALLEST VALUES
0.0007
6
<0.1%
0.00071
1
<0.1%
0.000735
1
<0.1%
0.00085
1
<0.1%
0.00086
1
<0.1%
0.000875
1
<0.1%
0.00088
1
<0.1%
0.00089
1
<0.1%
0.0009
1
<0.1%
0.000915
1
<0.1%
0.00092
1
<0.1%
0.00093
1
<0.1%
0.000955
1
<0.1%
0.00096
1
<0.1%
0.00098
1
<0.1%
LARGEST VALUES
0.25
1
<0.1%
0.15072
1
<0.1%
0.12972
1
<0.1%
0.128775
1
<0.1%
0.110675
1
<0.1%
0.1
3
<0.1%
0.09849
1
<0.1%
0.09847
1
<0.1%
0.098
1
<0.1%
0.09017
1
<0.1%
0.085445
1
<0.1%
0.083615
1
<0.1%
0.08
1
<0.1%
0.077425
1
<0.1%
0.07605
1
<0.1%
Sales_volume_after_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Volumes_after_median
0.73
Purchase_volume_after_median
0.47
Volumes_before_median
0.40
Sales_volume_before_median
0.34
Purchase_volume_before_median
0.33
Bid_price_by_volume_threshold_after
0.32
Relative_range_of_demand_change_after
0.30
Relative_range_of_offer_change_after
0.29
Seller_price_by_volume_threshold_after
-0.28
Averaging_best_bids_after
0.27
Averaging_best_asks_after
0.26
Infimum_price
-0.25
The_last_checked_price
-0.25
Position_open_MODEL_price
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.34
Quarter
0.31
Year
0.29
Day_of_week
0.12
is_weekend
0.10
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.01
2,693
3.5%
0.004
2,586
3.3%
0.02
1,125
1.4%
0.008
988
1.3%
0.002
970
1.2%
0.00999
765
1.0%
0.006
479
0.6%
0.012
426
0.5%
0.003
335
0.4%
0.005
304
0.4%
0.007
282
0.4%
0.016
247
0.3%
0.009
223
0.3%
0.025
204
0.3%
0.015
184
0.2%
SMALLEST VALUES
0.0
11
<0.1%
0.00063
1
<0.1%
0.00066
1
<0.1%
0.000665
1
<0.1%
0.00067
4
<0.1%
0.00068
1
<0.1%
0.0007
24
<0.1%
0.000705
1
<0.1%
0.00071
1
<0.1%
0.0007149999999999
1
<0.1%
0.0007199999999999
1
<0.1%
0.00072
1
<0.1%
0.000735
1
<0.1%
0.00074
2
<0.1%
0.00075
2
<0.1%
LARGEST VALUES
0.44556
1
<0.1%
0.347205
1
<0.1%
0.34438
1
<0.1%
0.32772
1
<0.1%
0.234195
1
<0.1%
0.232
1
<0.1%
0.2142
1
<0.1%
0.2114599999999999
1
<0.1%
0.20437
1
<0.1%
0.20431
1
<0.1%
0.20054
1
<0.1%
0.20042
1
<0.1%
0.200075
1
<0.1%
0.20006
1
<0.1%
0.2000299999999999
1
<0.1%
Purchase_volume_after_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Volumes_after_median
0.83
Sales_volume_after_median
0.47
Volumes_before_median
0.42
Purchase_volume_before_median
0.37
Sales_volume_before_median
0.33
Bid_price_by_volume_threshold_after
0.29
Seller_price_by_volume_threshold_after
-0.24
Relative_range_of_demand_change_after
0.24
Relative_range_of_offer_change_after
0.24
Infimum_price
-0.23
Bid_price_by_volume_threshold_before
0.23
The_last_checked_price
-0.23
Position_open_MODEL_price
-0.23
Averaging_best_bids_after
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.32
Quarter
0.29
Year
0.26
Day_of_week
0.12
is_weekend
0.10
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.01
3,589
4.6%
0.004
2,348
3.0%
0.008
1,261
1.6%
0.02
1,080
1.4%
0.002
718
0.9%
0.00999
689
0.9%
0.012
602
0.8%
0.006
549
0.7%
0.005
452
0.6%
0.007
355
0.5%
0.009
334
0.4%
0.003
329
0.4%
0.015
296
0.4%
0.01159
246
0.3%
0.016
218
0.3%
SMALLEST VALUES
0.0
3
<0.1%
0.000685
1
<0.1%
0.0007
6
<0.1%
0.0007099999999999
1
<0.1%
0.00075
2
<0.1%
0.00077
1
<0.1%
0.00078
1
<0.1%
0.000825
1
<0.1%
0.00084
1
<0.1%
0.00085
1
<0.1%
0.00088
1
<0.1%
0.0008849999999999
1
<0.1%
0.00089
2
<0.1%
0.00091
1
<0.1%
0.000915
1
<0.1%
LARGEST VALUES
0.39334
1
<0.1%
0.389
1
<0.1%
0.381275
1
<0.1%
0.36427
1
<0.1%
0.31003
1
<0.1%
0.244705
1
<0.1%
0.188
1
<0.1%
0.1828
1
<0.1%
0.169425
1
<0.1%
0.16236
1
<0.1%
0.158695
1
<0.1%
0.14725
1
<0.1%
0.145455
1
<0.1%
0.1383599999999999
1
<0.1%
0.13043
1
<0.1%
Bid_price_by_volume_threshold_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Relative_range_of_demand_change_after
0.85
Relative_range_of_offer_change_after
0.85
Bid_price_by_volume_threshold_before
0.84
Averaging_best_asks_after
0.81
Averaging_best_bids_after
0.80
Best_ask_median_after
0.76
Best_bid_median_after
-0.75
Relative_range_of_demand_change_before
0.74
Seller_price_by_volume_threshold_after
-0.74
Relative_range_of_offer_change_before
0.73
Average_decline_after
-0.73
Total_dynamics_after
0.71
Average_rise_after
0.71
Number_of_spikes_after
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.31
Quarter
0.16
Day_of_week
0.15
is_weekend
0.13
Year
0.06
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
5.168185681747926e-07
3
<0.1%
5.169329130688017e-07
2
<0.1%
5.207020729357438e-07
2
<0.1%
4.901963186452194e-07
2
<0.1%
5.170120219977908e-07
2
<0.1%
5.193307904493649e-07
2
<0.1%
5.169874314357976e-07
2
<0.1%
5.198815708949131e-07
2
<0.1%
5.200794888658412e-07
2
<0.1%
4.978562311704435e-07
2
<0.1%
4.902455837225361e-07
2
<0.1%
5.035322788561403e-07
2
<0.1%
5.208884063470923e-07
2
<0.1%
5.200992350399836e-07
2
<0.1%
5.197243173498679e-07
2
<0.1%
SMALLEST VALUES
1.3001892548669088e-07
1
<0.1%
4.774090057670668e-07
1
<0.1%
4.780014188055925e-07
1
<0.1%
4.780048459366141e-07
1
<0.1%
4.868214985436389e-07
1
<0.1%
4.869582833569964e-07
1
<0.1%
4.871221942145115e-07
1
<0.1%
4.872237744933135e-07
1
<0.1%
4.872638963783267e-07
1
<0.1%
4.872890646680971e-07
1
<0.1%
4.873719492118108e-07
1
<0.1%
4.873805004928522e-07
1
<0.1%
4.874332398468528e-07
1
<0.1%
4.878829392409755e-07
1
<0.1%
4.879676925568966e-07
1
<0.1%
LARGEST VALUES
0.0382038293153764
1
<0.1%
0.0255916249476111
1
<0.1%
0.0193717132308485
1
<0.1%
0.0182813008272959
1
<0.1%
0.0166064690004956
1
<0.1%
0.0155107792335448
1
<0.1%
0.0149841408978832
1
<0.1%
0.0146929293343269
1
<0.1%
0.0145084828096252
1
<0.1%
0.0136639875738369
1
<0.1%
0.0136007414070949
1
<0.1%
0.0132435451688375
1
<0.1%
0.0130473204052527
1
<0.1%
0.0129982532762292
1
<0.1%
0.0126694056090069
1
<0.1%
Seller_price_by_volume_threshold_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bid_price_by_volume_threshold_after
-0.74
Seller_price_by_volume_threshold_before
0.72
Relative_range_of_offer_change_after
-0.59
Relative_range_of_demand_change_after
-0.59
Number_of_spikes_after
-0.58
Average_decline_after
0.55
Bid_price_by_volume_threshold_before
-0.55
Averaging_best_asks_after
-0.55
Number_of_different_levels_of_offer_after
-0.53
Relative_range_of_demand_change_before
-0.53
Averaging_best_bids_after
-0.53
Relative_range_of_offer_change_before
-0.53
Number_of_different_levels_of_demand_after
-0.53
Median_decline_after
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.29
Quarter
0.13
Day_of_week
0.13
is_weekend
0.11
Year
0.04
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
291
0.4%
-1.6897822576119034e-06
1
<0.1%
-0.0002572416628799
1
<0.1%
-0.0007601033248301
1
<0.1%
-0.0002750448565027
1
<0.1%
-0.0002062386061192
1
<0.1%
-0.0004953489106989
1
<0.1%
-0.0002970629273809
1
<0.1%
-0.0005097880097632
1
<0.1%
-0.0002221348579545
1
<0.1%
-0.0002342972041049
1
<0.1%
-0.0004136926683827
1
<0.1%
-0.0001948497205331
1
<0.1%
-0.0002438434188542
1
<0.1%
-0.0006691560403361
1
<0.1%
SMALLEST VALUES
-0.010729160899783
1
<0.1%
-0.0102574303835294
1
<0.1%
-0.0098218064358664
1
<0.1%
-0.0093145323259802
1
<0.1%
-0.0092241975946856
1
<0.1%
-0.0090643372996483
1
<0.1%
-0.0089851470523021
1
<0.1%
-0.0088736184925617
1
<0.1%
-0.0088016194413232
1
<0.1%
-0.0081439494654579
1
<0.1%
-0.0081428100656099
1
<0.1%
-0.0080600256850425
1
<0.1%
-0.0079506930770469
1
<0.1%
-0.0078782447876479
1
<0.1%
-0.0078380458327705
1
<0.1%
LARGEST VALUES
0.0029336510025489
1
<0.1%
0.0022569394641074
1
<0.1%
0.001912513616174
1
<0.1%
0.0018229127484116
1
<0.1%
0.0015101772745215
1
<0.1%
0.0013758323126855
1
<0.1%
0.0012912810402457
1
<0.1%
0.001245769783655
1
<0.1%
0.0010663738660678
1
<0.1%
0.0008265285740118
1
<0.1%
0.000737504122787
1
<0.1%
0.0006950885483032
1
<0.1%
0.0006459715567489
1
<0.1%
0.0006374752468747
1
<0.1%
0.0006368716623385
1
<0.1%
Averaging_best_bids_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Averaging_best_asks_before
0.97
Best_bid_median_before
-0.95
Best_ask_median_before
0.95
Total_dynamics_before
0.87
Sales_slope_before
-0.80
All_deals_slope_before
-0.79
Purchase_slope_before
-0.73
Bid_price_by_volume_threshold_before
0.65
Maker-Taker_slope_before
0.59
All_deals_correlation_before
-0.57
Sales_correlation_before
-0.56
Purchase_correlation_before
-0.54
Maker-Taker_correlation_before
0.48
Average_rise_before
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.12
Day_of_week
0.06
Quarter
0.06
is_weekend
0.05
Year
0.03
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
34
<0.1%
3.766559740223596e-16
2
<0.1%
-3.789689554168983e-16
2
<0.1%
2.0871709472753306e-15
2
<0.1%
0.0001623425690157
1
<0.1%
0.0001817881840817
1
<0.1%
-1.958864769475248e-05
1
<0.1%
9.475192250815168e-05
1
<0.1%
-7.526455137984546e-05
1
<0.1%
0.0003119880652828
1
<0.1%
-0.0003512363640259
1
<0.1%
-0.0001924572840795
1
<0.1%
0.0002957532326092
1
<0.1%
0.0001736959116602
1
<0.1%
-6.424168673130383e-05
1
<0.1%
SMALLEST VALUES
-0.006243745247561
1
<0.1%
-0.0043641404797501
1
<0.1%
-0.0036804186311325
1
<0.1%
-0.0034208621181092
1
<0.1%
-0.0030568993369552
1
<0.1%
-0.0029668033155538
1
<0.1%
-0.0028821551558334
1
<0.1%
-0.0026368646161762
1
<0.1%
-0.0026042263973947
1
<0.1%
-0.0025798494296489
1
<0.1%
-0.0025583993934749
1
<0.1%
-0.0024953428667851
1
<0.1%
-0.0024469338953907
1
<0.1%
-0.0024168703407344
1
<0.1%
-0.0021161316456168
1
<0.1%
LARGEST VALUES
0.0095518219883227
1
<0.1%
0.0081459762987468
1
<0.1%
0.0077276559010056
1
<0.1%
0.0076652925104445
1
<0.1%
0.0074219891604919
1
<0.1%
0.0061509158488317
1
<0.1%
0.0056912175710014
1
<0.1%
0.0055926250732053
1
<0.1%
0.0054220504633283
1
<0.1%
0.0053384358724643
1
<0.1%
0.0052625255735188
1
<0.1%
0.0051099345067082
1
<0.1%
0.005109721273068
1
<0.1%
0.0051080704735542
1
<0.1%
0.0049888506294478
1
<0.1%
Averaging_best_asks_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Averaging_best_bids_before
0.97
Best_ask_median_before
0.96
Best_bid_median_before
-0.96
Total_dynamics_before
0.86
Sales_slope_before
-0.79
All_deals_slope_before
-0.77
Purchase_slope_before
-0.71
Bid_price_by_volume_threshold_before
0.70
Maker-Taker_slope_before
0.58
All_deals_correlation_before
-0.54
Sales_correlation_before
-0.54
Average_rise_before
0.53
Purchase_correlation_before
-0.52
Bid_price_by_volume_threshold_after
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.15
Quarter
0.08
Day_of_week
0.07
is_weekend
0.05
Year
0.02
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
5.180249360361122e-07
2
<0.1%
5.20163080689121e-07
2
<0.1%
4.619586299345208e-07
2
<0.1%
4.990151937988004e-07
2
<0.1%
5.229430819356251e-07
2
<0.1%
-0.0001310167291862
1
<0.1%
-5.327455078373718e-05
1
<0.1%
0.0004581350005638
1
<0.1%
0.0001343065180859
1
<0.1%
0.0002952697463617
1
<0.1%
-0.0001884365021942
1
<0.1%
0.000499903162011
1
<0.1%
0.0001628996588166
1
<0.1%
0.0002449906447275
1
<0.1%
-2.887126038452439e-05
1
<0.1%
SMALLEST VALUES
-0.0058372532807436
1
<0.1%
-0.0034479699284241
1
<0.1%
-0.0031685617816991
1
<0.1%
-0.0030649198204292
1
<0.1%
-0.0029208849684486
1
<0.1%
-0.0028252588044557
1
<0.1%
-0.0027773356621987
1
<0.1%
-0.0026412175750923
1
<0.1%
-0.0026332635263008
1
<0.1%
-0.0025446360728098
1
<0.1%
-0.002444428923322
1
<0.1%
-0.0023514342479688
1
<0.1%
-0.0020921631176506
1
<0.1%
-0.0020752729426629
1
<0.1%
-0.001956671274572
1
<0.1%
LARGEST VALUES
0.0094729873085396
1
<0.1%
0.0083111920048233
1
<0.1%
0.0081263429581874
1
<0.1%
0.0078852599299777
1
<0.1%
0.0078712509174755
1
<0.1%
0.0071917046807256
1
<0.1%
0.0065237543580821
1
<0.1%
0.006414377608716
1
<0.1%
0.0060496740287854
1
<0.1%
0.0059950731438378
1
<0.1%
0.0058748213269306
1
<0.1%
0.0056606684390607
1
<0.1%
0.0055414733351136
1
<0.1%
0.0055407211071031
1
<0.1%
0.0053672318877029
1
<0.1%
Averaging_best_bids_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Averaging_best_asks_after
0.95
Best_bid_median_after
-0.93
Best_ask_median_after
0.93
Relative_range_of_demand_change_after
0.92
Relative_range_of_offer_change_after
0.90
Total_dynamics_after
0.81
Bid_price_by_volume_threshold_after
0.80
Total_rise_after
0.74
Purchase_slope_after
0.70
Average_rise_after
0.70
Average_decline_after
-0.69
Number_of_spikes_after
0.69
All_deals_slope_after
0.68
Relative_range_of_demand_change_before
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.22
Day_of_week
0.11
Quarter
0.10
is_weekend
0.09
Year
0.04
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
72
<0.1%
-7.569369067340755e-16
2
<0.1%
7.37766985970424e-16
2
<0.1%
-7.539012611738511e-16
2
<0.1%
2.039215814091905e-06
1
<0.1%
0.0003776490910837
1
<0.1%
0.0003463539374565
1
<0.1%
0.0001606908646847
1
<0.1%
0.00013335559566
1
<0.1%
0.0002212891488954
1
<0.1%
0.0001330894051216
1
<0.1%
0.0002334183193919
1
<0.1%
0.0001905562242397
1
<0.1%
0.0001064197569054
1
<0.1%
0.0002731556867758
1
<0.1%
SMALLEST VALUES
-0.0028772485402696
1
<0.1%
-0.002320576638343
1
<0.1%
-0.0019107317211168
1
<0.1%
-0.0018979040551967
1
<0.1%
-0.0018075936429635
1
<0.1%
-0.0017623325195985
1
<0.1%
-0.0014791072942998
1
<0.1%
-0.0014441662005742
1
<0.1%
-0.0014227337909655
1
<0.1%
-0.0013427183640422
1
<0.1%
-0.0013049906522216
1
<0.1%
-0.0012679461861379
1
<0.1%
-0.0012637503171516
1
<0.1%
-0.0012319518987876
1
<0.1%
-0.0012315990741382
1
<0.1%
LARGEST VALUES
0.0094691836286832
1
<0.1%
0.0076283200792875
1
<0.1%
0.0073801623264644
1
<0.1%
0.0070163910170853
1
<0.1%
0.0058634866360445
1
<0.1%
0.0056747742380714
1
<0.1%
0.0055288059196297
1
<0.1%
0.0055060251782044
1
<0.1%
0.0054757290052767
1
<0.1%
0.0053595579597257
1
<0.1%
0.0052095986317094
1
<0.1%
0.0051366819386807
1
<0.1%
0.0050963276052691
1
<0.1%
0.0047297279497159
1
<0.1%
0.0046190800873597
1
<0.1%
Averaging_best_asks_after
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Averaging_best_bids_after
0.95
Best_ask_median_after
0.93
Best_bid_median_after
-0.93
Relative_range_of_demand_change_after
0.93
Relative_range_of_offer_change_after
0.92
Total_dynamics_after
0.82
Bid_price_by_volume_threshold_after
0.81
Total_rise_after
0.77
Average_decline_after
-0.73
Average_rise_after
0.73
Number_of_spikes_after
0.71
Purchase_slope_after
0.70
Relative_range_of_demand_change_before
0.68
Relative_range_of_offer_change_before
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.24
Quarter
0.12
Day_of_week
0.11
is_weekend
0.09
Year
0.03
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
5.196900163508594e-07
2
<0.1%
5.219525401001717e-07
2
<0.1%
5.168185679867752e-07
2
<0.1%
5.170259222339898e-07
2
<0.1%
7.917360952275033e-05
1
<0.1%
0.0003135897367027
1
<0.1%
0.000185088379753
1
<0.1%
0.0004666302966651
1
<0.1%
0.000288885375654
1
<0.1%
0.0003139975720215
1
<0.1%
0.0003363496907054
1
<0.1%
0.0001087929219518
1
<0.1%
0.0002705721638381
1
<0.1%
0.0004568965108817
1
<0.1%
0.0001913814252849
1
<0.1%
SMALLEST VALUES
-0.0026240309981923
1
<0.1%
-0.0023031893241641
1
<0.1%
-0.0022105185138906
1
<0.1%
-0.0018084685245254
1
<0.1%
-0.0017536546935329
1
<0.1%
-0.0016178221520292
1
<0.1%
-0.0014510751436896
1
<0.1%
-0.001357491733025
1
<0.1%
-0.0013283102496422
1
<0.1%
-0.0012752730214314
1
<0.1%
-0.0012439116343992
1
<0.1%
-0.0011693962125197
1
<0.1%
-0.001134096756838
1
<0.1%
-0.001037647477918
1
<0.1%
-0.0010318630181276
1
<0.1%
LARGEST VALUES
0.0099719281722784
1
<0.1%
0.0084197320686731
1
<0.1%
0.0081345014416207
1
<0.1%
0.0078968647121237
1
<0.1%
0.0075025415644616
1
<0.1%
0.0073015835702906
1
<0.1%
0.0067344214695823
1
<0.1%
0.0066650048612507
1
<0.1%
0.0064032563758348
1
<0.1%
0.0063951901168233
1
<0.1%
0.0059897184655738
1
<0.1%
0.0059741659575457
1
<0.1%
0.0054312466470141
1
<0.1%
0.0050337913054876
1
<0.1%
0.0049236299213498
1
<0.1%
Best_bid_median_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_ask_median_before
-1.00
Averaging_best_asks_before
-0.96
Averaging_best_bids_before
-0.95
Total_dynamics_before
-0.88
Sales_slope_before
0.82
All_deals_slope_before
0.80
Purchase_slope_before
0.74
Bid_price_by_volume_threshold_before
-0.63
Maker-Taker_slope_before
-0.63
All_deals_correlation_before
0.57
Sales_correlation_before
0.56
Purchase_correlation_before
0.54
Average_rise_before
-0.49
Maker-Taker_correlation_before
-0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.12
Day_of_week
0.05
Quarter
0.05
Year
0.04
is_weekend
0.04
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
1,011
1.3%
-1.0
84
0.1%
-2.590000000000145
82
0.1%
-1.8400000000001453
81
0.1%
-2.680000000000291
81
0.1%
-1.0900000000001455
81
0.1%
-1.2299999999995634
78
0.1%
-2.340000000000145
78
0.1%
-1.5
77
<0.1%
-1.860000000000582
77
<0.1%
-0.8400000000001455
76
<0.1%
-3.0
75
<0.1%
-1.930000000000291
73
<0.1%
-0.9799999999995634
73
<0.1%
-1.680000000000291
73
<0.1%
SMALLEST VALUES
-186.52999999999884
1
<0.1%
-174.48999999999796
1
<0.1%
-147.4399999999987
1
<0.1%
-134.53999999999724
1
<0.1%
-124.34000000000016
1
<0.1%
-122.93000000000028
1
<0.1%
-114.73000000000138
1
<0.1%
-114.63999999999942
1
<0.1%
-106.7400000000016
1
<0.1%
-100.22999999999956
1
<0.1%
-97.43999999999868
1
<0.1%
-96.6299999999992
1
<0.1%
-96.56999999999972
1
<0.1%
-96.11999999999898
1
<0.1%
-93.03999999999724
1
<0.1%
LARGEST VALUES
104.25
1
<0.1%
78.22000000000116
1
<0.1%
67.87000000000262
1
<0.1%
64.61000000000058
1
<0.1%
63.88999999999942
1
<0.1%
63.59000000000015
1
<0.1%
61.19000000000051
1
<0.1%
60.54999999999927
1
<0.1%
58.22999999999956
1
<0.1%
52.07999999999811
1
<0.1%
51.77000000000044
1
<0.1%
50.68000000000029
1
<0.1%
50.0
1
<0.1%
48.22999999999956
1
<0.1%
44.67500000000109
1
<0.1%
Best_bid_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_ask_slope_before
-0.94
Purchase_slope_before
-0.02
All_deals_slope_before
-0.02
Sales_slope_before
-0.02
Total_dynamics_before
0.02
Best_bid_median_before
-0.02
Averaging_best_bids_before
0.02
Best_ask_median_before
0.02
Averaging_best_asks_before
0.02
Maker-Taker_slope_before
0.02
Purchase_correlation_before
-0.02
All_deals_correlation_before
-0.02
Sales_correlation_before
-0.02
Maker-Taker_correlation_before
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.01
Day_of_week
0.01
Quarter
0.01
Year
0.01
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
665
0.9%
3.039973298330311
1
<0.1%
-0.2387823643882047
1
<0.1%
0.6238486142856845
1
<0.1%
0.0461229812660448
1
<0.1%
0.9047533078768132
1
<0.1%
-0.0954105478663224
1
<0.1%
0.2547907626553725
1
<0.1%
0.380750410269879
1
<0.1%
-0.5566464846754537
1
<0.1%
-0.0195142991402617
1
<0.1%
-1.1271000573327374
1
<0.1%
-0.2491843861767673
1
<0.1%
1.789059700920545
1
<0.1%
-0.514173141846795
1
<0.1%
SMALLEST VALUES
-9377.82338005664
1
<0.1%
-21.526343919352925
1
<0.1%
-14.0520984210345
1
<0.1%
-13.748388432304258
1
<0.1%
-12.846595644009913
1
<0.1%
-12.548003452970216
1
<0.1%
-12.35883384092891
1
<0.1%
-11.500283837723362
1
<0.1%
-11.46783350085084
1
<0.1%
-11.129327300877971
1
<0.1%
-10.750025764669235
1
<0.1%
-10.375860971388432
1
<0.1%
-10.372621338265205
1
<0.1%
-10.345634478502731
1
<0.1%
-9.470982130087064
1
<0.1%
LARGEST VALUES
6685.479851946426
1
<0.1%
18.83719838174312
1
<0.1%
17.244507882199457
1
<0.1%
14.960343262678965
1
<0.1%
12.52256070452269
1
<0.1%
12.459287669487145
1
<0.1%
11.764432982326548
1
<0.1%
11.65434542813961
1
<0.1%
11.198534019427765
1
<0.1%
10.679713062274669
1
<0.1%
10.297133550607764
1
<0.1%
10.159561496562302
1
<0.1%
10.090289461380715
1
<0.1%
10.038969850533736
1
<0.1%
9.886178513577976
1
<0.1%
Best_ask_median_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_bid_median_before
-1.00
Averaging_best_asks_before
0.96
Averaging_best_bids_before
0.95
Total_dynamics_before
0.87
Sales_slope_before
-0.81
All_deals_slope_before
-0.79
Purchase_slope_before
-0.73
Bid_price_by_volume_threshold_before
0.66
Maker-Taker_slope_before
0.62
All_deals_correlation_before
-0.55
Sales_correlation_before
-0.55
Average_rise_before
0.53
Purchase_correlation_before
-0.53
Relative_range_of_demand_change_before
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.14
Quarter
0.07
Year
0.06
Day_of_week
0.05
is_weekend
0.04
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0099999999983992
596
0.8%
0.0100000000020372
407
0.5%
1.680000000000291
80
0.1%
2.5
79
0.1%
0.0
77
<0.1%
2.819999999999709
74
<0.1%
2.25
72
<0.1%
4.389999999999418
72
<0.1%
2.069999999999709
72
<0.1%
2.180000000000291
71
<0.1%
2.590000000000145
70
<0.1%
1.0900000000001455
69
<0.1%
4.25
68
<0.1%
1.75
68
<0.1%
3.770000000000437
67
<0.1%
SMALLEST VALUES
-97.75
1
<0.1%
-75.93000000000029
1
<0.1%
-64.88999999999942
1
<0.1%
-60.72999999999956
1
<0.1%
-60.59000000000015
1
<0.1%
-59.38000000000102
1
<0.1%
-58.83000000000175
1
<0.1%
-58.56000000000131
1
<0.1%
-53.68999999999869
1
<0.1%
-52.04999999999927
1
<0.1%
-49.8700000000008
1
<0.1%
-48.22000000000117
1
<0.1%
-46.5099999999984
1
<0.1%
-43.34000000000015
1
<0.1%
-41.95999999999913
1
<0.1%
LARGEST VALUES
190.0900000000001
1
<0.1%
189.54000000000087
1
<0.1%
184.39999999999785
1
<0.1%
145.45999999999913
1
<0.1%
131.37000000000262
1
<0.1%
129.0749999999989
1
<0.1%
116.95999999999913
1
<0.1%
116.09999999999854
1
<0.1%
115.02999999999884
1
<0.1%
114.46999999999753
1
<0.1%
103.69000000000231
1
<0.1%
101.52000000000044
1
<0.1%
100.29000000000087
1
<0.1%
99.82999999999991
1
<0.1%
98.5099999999984
1
<0.1%
Best_ask_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Best_bid_slope_before
-0.94
Purchase_slope_before
0.03
All_deals_slope_before
0.03
Sales_slope_before
0.03
Total_dynamics_before
-0.03
Averaging_best_bids_before
-0.02
Best_bid_median_before
0.02
Best_ask_median_before
-0.02
Averaging_best_asks_before
-0.02
Maker-Taker_slope_before
-0.02
Purchase_correlation_before
0.02
All_deals_correlation_before
0.02
Sales_correlation_before
0.02
Maker-Taker_correlation_before
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Day_of_week
0.01
Quarter
0.01
Year
0.00
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
666
0.9%
-3.04102244334413
1
<0.1%
0.2617574137630081
1
<0.1%
-0.5579072604352286
1
<0.1%
-0.0104946186040406
1
<0.1%
-0.8429860264107029
1
<0.1%
0.0836554764180642
1
<0.1%
-0.2683351091924334
1
<0.1%
-0.4285286277521599
1
<0.1%
0.554987501148534
1
<0.1%
0.0333623995242075
1
<0.1%
1.124135554299904
1
<0.1%
0.2058950952714769
1
<0.1%
-1.7669330716883704
1
<0.1%
0.5176778255965946
1
<0.1%
SMALLEST VALUES
-2727.741732807176
1
<0.1%
-22.243774906162297
1
<0.1%
-16.687020560351524
1
<0.1%
-14.511015483252296
1
<0.1%
-12.582203647868406
1
<0.1%
-12.33940842920913
1
<0.1%
-11.665569771410006
1
<0.1%
-11.532260555063758
1
<0.1%
-10.946002282811074
1
<0.1%
-10.664490428001267
1
<0.1%
-10.217937404855316
1
<0.1%
-10.18873255261641
1
<0.1%
-10.172483589609026
1
<0.1%
-10.171439729460849
1
<0.1%
-9.874683878623047
1
<0.1%
LARGEST VALUES
9401.811434477637
1
<0.1%
22.18991410381344
1
<0.1%
14.425917882500512
1
<0.1%
13.849871667955092
1
<0.1%
12.812595926246116
1
<0.1%
12.742758272035706
1
<0.1%
12.307207953180274
1
<0.1%
11.656933379760153
1
<0.1%
11.60192031851116
1
<0.1%
11.11618399326696
1
<0.1%
10.520320394906046
1
<0.1%
10.370156624709482
1
<0.1%
10.361590322161476
1
<0.1%
10.264618098036031
1
<0.1%
9.53600807937874
1
<0.1%
Number_of_different_levels_of_demand_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Number_of_different_levels_of_offer_before
0.97
Number_of_spikes_before
0.89
Number_of_different_levels_of_demand_after
0.85
Number_of_different_levels_of_offer_after
0.84
Number_of_spikes_after
0.78
Relative_range_of_demand_change_before
0.67
Relative_range_of_offer_change_before
0.66
Median_decline_after
-0.64
Median_decline_before
-0.64
Median_rise_before
0.61
Average_decline_after
-0.60
Average_decline_before
-0.59
Total_rise_before
0.59
Bid_price_by_volume_threshold_before
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.51
Quarter
0.40
Year
0.32
Day_of_week
0.09
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1
665
0.9%
197
236
0.3%
205
236
0.3%
163
233
0.3%
175
231
0.3%
186
230
0.3%
195
229
0.3%
168
224
0.3%
167
224
0.3%
166
220
0.3%
165
219
0.3%
187
218
0.3%
158
217
0.3%
185
217
0.3%
184
216
0.3%
SMALLEST VALUES
1
665
0.9%
2
122
0.2%
3
139
0.2%
4
139
0.2%
5
152
0.2%
6
153
0.2%
7
140
0.2%
8
168
0.2%
9
148
0.2%
10
159
0.2%
11
156
0.2%
12
169
0.2%
13
153
0.2%
14
150
0.2%
15
138
0.2%
LARGEST VALUES
1730
1
<0.1%
1567
1
<0.1%
1553
1
<0.1%
1525
1
<0.1%
1508
1
<0.1%
1470
1
<0.1%
1466
1
<0.1%
1439
1
<0.1%
1434
1
<0.1%
1431
1
<0.1%
1428
1
<0.1%
1391
1
<0.1%
1383
1
<0.1%
1381
1
<0.1%
1352
1
<0.1%
Relative_range_of_demand_change_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Relative_range_of_offer_change_before
0.99
Bid_price_by_volume_threshold_before
0.77
Total_rise_before
0.75
Bid_price_by_volume_threshold_after
0.74
Number_of_spikes_before
0.73
Average_decline_before
-0.73
Average_rise_before
0.72
Relative_range_of_demand_change_after
0.72
Relative_range_of_offer_change_after
0.71
Total_rise_after
0.70
Averaging_best_asks_after
0.68
Average_decline_after
-0.67
Number_of_different_levels_of_demand_before
0.67
Averaging_best_bids_after
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.22
Day_of_week
0.12
Quarter
0.10
is_weekend
0.10
Year
0.05
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
665
0.9%
0.0002467585089141
2
<0.1%
0.0003526691887347
2
<0.1%
0.0007006036217303
2
<0.1%
0.0005118197823697
1
<0.1%
0.0003891286460195
1
<0.1%
0.0004679413388737
1
<0.1%
0.001109889772319
1
<0.1%
0.0004753738116211
1
<0.1%
0.0004017882682261
1
<0.1%
0.00124340473315
1
<0.1%
0.0005844483368131
1
<0.1%
0.0006780713073125
1
<0.1%
0.0003452745599304
1
<0.1%
0.0002110249191552
1
<0.1%
SMALLEST VALUES
0.0
665
0.9%
4.787437762542747e-07
1
<0.1%
4.792506053366131e-07
1
<0.1%
4.886152642626449e-07
1
<0.1%
4.924798328720088e-07
1
<0.1%
4.937176891839433e-07
1
<0.1%
4.96703379589628e-07
1
<0.1%
4.98252628134994e-07
1
<0.1%
4.989024146078272e-07
1
<0.1%
4.998705336336522e-07
1
<0.1%
4.999660024136993e-07
1
<0.1%
5.036829296837108e-07
1
<0.1%
5.071227931105994e-07
1
<0.1%
5.119297551510253e-07
1
<0.1%
5.156707173494984e-07
1
<0.1%
LARGEST VALUES
0.0178940319297118
1
<0.1%
0.0138335314940416
1
<0.1%
0.0135832308432704
1
<0.1%
0.0119390957911404
1
<0.1%
0.0119269775582541
1
<0.1%
0.0110644469732664
1
<0.1%
0.0110496500248184
1
<0.1%
0.0108457079337675
1
<0.1%
0.0107022341168255
1
<0.1%
0.0105728921202126
1
<0.1%
0.0092982319658073
1
<0.1%
0.0089722961091248
1
<0.1%
0.0087889662529203
1
<0.1%
0.0086497510443454
1
<0.1%
0.0084531867927092
1
<0.1%
Number_of_different_levels_of_offer_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Number_of_different_levels_of_demand_before
0.97
Number_of_spikes_before
0.88
Number_of_different_levels_of_offer_after
0.85
Number_of_different_levels_of_demand_after
0.84
Number_of_spikes_after
0.77
Relative_range_of_demand_change_before
0.66
Relative_range_of_offer_change_before
0.66
Median_decline_after
-0.64
Median_decline_before
-0.63
Median_rise_before
0.61
Bid_price_by_volume_threshold_before
0.60
Average_decline_after
-0.60
Median_rise_after
0.59
Total_rise_before
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.52
Quarter
0.40
Year
0.33
Day_of_week
0.09
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1
666
0.9%
208
240
0.3%
215
229
0.3%
203
227
0.3%
194
225
0.3%
177
224
0.3%
230
223
0.3%
197
219
0.3%
191
219
0.3%
210
217
0.3%
192
216
0.3%
229
215
0.3%
195
215
0.3%
233
214
0.3%
190
214
0.3%
SMALLEST VALUES
1
666
0.9%
2
130
0.2%
3
144
0.2%
4
179
0.2%
5
122
0.2%
6
133
0.2%
7
156
0.2%
8
163
0.2%
9
140
0.2%
10
151
0.2%
11
165
0.2%
12
162
0.2%
13
158
0.2%
14
140
0.2%
15
147
0.2%
LARGEST VALUES
1780
1
<0.1%
1522
1
<0.1%
1487
1
<0.1%
1467
1
<0.1%
1459
1
<0.1%
1446
1
<0.1%
1436
1
<0.1%
1408
1
<0.1%
1403
1
<0.1%
1383
1
<0.1%
1374
1
<0.1%
1372
1
<0.1%
1368
1
<0.1%
1367
1
<0.1%
1364
1
<0.1%
Relative_range_of_offer_change_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Relative_range_of_demand_change_before
0.99
Bid_price_by_volume_threshold_before
0.77
Total_rise_before
0.76
Bid_price_by_volume_threshold_after
0.73
Number_of_spikes_before
0.73
Average_decline_before
-0.73
Average_rise_before
0.72
Relative_range_of_demand_change_after
0.71
Relative_range_of_offer_change_after
0.71
Total_rise_after
0.71
Averaging_best_asks_after
0.68
Average_decline_after
-0.67
Number_of_different_levels_of_demand_before
0.66
Averaging_best_bids_after
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.22
Day_of_week
0.12
Quarter
0.10
is_weekend
0.10
Year
0.05
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
666
0.9%
0.0005882352941176
2
<0.1%
0.0002210679018563
2
<0.1%
0.000249937515621
2
<0.1%
0.0003307223672758
2
<0.1%
0.0002186965090258
2
<0.1%
0.0003125
2
<0.1%
0.0004477611940298
2
<0.1%
0.0002788461538461
2
<0.1%
0.0004194730586371
2
<0.1%
0.0001891879108924
2
<0.1%
0.000423296343494
1
<0.1%
0.0005414491082327
1
<0.1%
0.0002839235488228
1
<0.1%
0.0005884514076131
1
<0.1%
SMALLEST VALUES
0.0
666
0.9%
4.787437762542747e-07
1
<0.1%
4.792506055109635e-07
1
<0.1%
4.88615264440402e-07
1
<0.1%
4.924798328720088e-07
1
<0.1%
4.926338916549932e-07
1
<0.1%
4.937176891839433e-07
1
<0.1%
4.96703379589628e-07
1
<0.1%
4.989024146078272e-07
1
<0.1%
4.998705334518004e-07
1
<0.1%
4.999660022318127e-07
1
<0.1%
5.036829295004719e-07
1
<0.1%
5.071227931105994e-07
1
<0.1%
5.119297549647864e-07
1
<0.1%
5.156707175370983e-07
1
<0.1%
LARGEST VALUES
0.01791760420015
1
<0.1%
0.01471525586867
1
<0.1%
0.0137288215742966
1
<0.1%
0.0130943086194842
1
<0.1%
0.011663112887068
1
<0.1%
0.0114188585499793
1
<0.1%
0.0111511718639408
1
<0.1%
0.0109104441391994
1
<0.1%
0.010857575052362
1
<0.1%
0.0099488094963917
1
<0.1%
0.0098642503338801
1
<0.1%
0.0090868886261051
1
<0.1%
0.0089822212154401
1
<0.1%
0.0088908263727811
1
<0.1%
0.0086050216909054
1
<0.1%
Maker-Taker_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Maker-Taker_correlation_before
0.77
All_deals_slope_before
-0.76
Sales_slope_before
-0.76
Purchase_slope_before
-0.75
Total_dynamics_before
0.70
All_deals_correlation_before
-0.65
Purchase_correlation_before
-0.64
Sales_correlation_before
-0.64
Best_bid_median_before
-0.63
Share_of_makers_before
0.63
Best_ask_median_before
0.62
Averaging_best_bids_before
0.59
Averaging_best_asks_before
0.58
Share_of_makers_first_before
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.07
Quarter
0.05
Year
0.04
Day_of_week
0.02
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.7504092286696986
1
<0.1%
-5.0062918329738775
1
<0.1%
21.248780274777907
1
<0.1%
6.6202207191188736
1
<0.1%
33.507216944286355
1
<0.1%
-12.278629547499476
1
<0.1%
42.93952321776111
1
<0.1%
5.852636083167193
1
<0.1%
10.623692543551831
1
<0.1%
3.965511273143938
1
<0.1%
9.964843740085112
1
<0.1%
29.289397259288467
1
<0.1%
2.299768012201395
1
<0.1%
-5.883239713784341
1
<0.1%
-10.994824918210364
1
<0.1%
SMALLEST VALUES
-669.1871143263801
1
<0.1%
-205.5425193271872
1
<0.1%
-162.89687671795005
1
<0.1%
-153.4919144042555
1
<0.1%
-141.19942062347764
1
<0.1%
-135.10918381314312
1
<0.1%
-130.50008786340422
1
<0.1%
-122.91896004632936
1
<0.1%
-120.85924209382082
1
<0.1%
-111.70919391674656
1
<0.1%
-109.90618516396664
1
<0.1%
-107.586907743504
1
<0.1%
-106.43955778750096
1
<0.1%
-104.0829801594891
1
<0.1%
-101.77062249296274
1
<0.1%
LARGEST VALUES
268.7081683806313
1
<0.1%
196.5966136851465
1
<0.1%
194.3325244778855
1
<0.1%
191.19740863101632
1
<0.1%
168.47814217865542
1
<0.1%
168.06886760413516
1
<0.1%
158.882827782758
1
<0.1%
154.33719189665214
1
<0.1%
152.55824135922012
1
<0.1%
151.76146483918265
1
<0.1%
151.1012925498413
1
<0.1%
149.2622819802733
1
<0.1%
146.2615458969901
1
<0.1%
144.78093141033187
1
<0.1%
142.5624272306442
1
<0.1%
Maker-Taker_correlation_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Share_of_makers_before
0.82
All_deals_correlation_before
-0.78
Sales_correlation_before
-0.77
Maker-Taker_slope_before
0.77
Purchase_correlation_before
-0.76
Share_of_makers_first_before
0.66
All_deals_slope_before
-0.60
Purchase_slope_before
-0.59
Sales_slope_before
-0.59
Total_dynamics_before
0.55
Best_bid_median_before
-0.49
Averaging_best_bids_before
0.48
Best_ask_median_before
0.47
Averaging_best_asks_before
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.05
Quarter
0.02
Day_of_week
0.02
Year
0.02
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.5150000263426336
1
<0.1%
-0.2541549488476911
1
<0.1%
0.8659108663118547
1
<0.1%
0.6674526500158856
1
<0.1%
0.9533899522343738
1
<0.1%
-0.8192193626863076
1
<0.1%
0.9146746431535242
1
<0.1%
0.4665555501828435
1
<0.1%
0.7160056327865963
1
<0.1%
0.2436475468697467
1
<0.1%
0.6486085371030469
1
<0.1%
0.9305439488228856
1
<0.1%
0.1272762925720706
1
<0.1%
-0.4724797330479369
1
<0.1%
-0.3912942178351263
1
<0.1%
SMALLEST VALUES
-0.9983001863795946
1
<0.1%
-0.993206196028804
1
<0.1%
-0.9923251612075866
1
<0.1%
-0.9913357797031888
1
<0.1%
-0.9905559980754836
1
<0.1%
-0.9897596535825304
1
<0.1%
-0.9891497694365364
1
<0.1%
-0.9883767117093204
1
<0.1%
-0.9882469592915678
1
<0.1%
-0.9882304703401844
1
<0.1%
-0.9880743916306178
1
<0.1%
-0.9880386967694696
1
<0.1%
-0.9876665462663076
1
<0.1%
-0.9869569435436286
1
<0.1%
-0.9868591956576664
1
<0.1%
LARGEST VALUES
0.9957863404060872
1
<0.1%
0.9949759687382504
1
<0.1%
0.9945111410751204
1
<0.1%
0.993885408575492
1
<0.1%
0.9935676871234153
1
<0.1%
0.993526675020688
1
<0.1%
0.992984197325688
1
<0.1%
0.9922100190899794
1
<0.1%
0.9916298874516294
1
<0.1%
0.9910339467541832
1
<0.1%
0.990580197318989
1
<0.1%
0.9900397649797228
1
<0.1%
0.9899161312715224
1
<0.1%
0.9897169146105388
1
<0.1%
0.9896402628573124
1
<0.1%
Share_of_makers_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Maker-Taker_correlation_before
0.82
Share_of_makers_first_before
0.80
All_deals_correlation_before
-0.69
Sales_correlation_before
-0.67
Purchase_correlation_before
-0.66
Maker-Taker_slope_before
0.63
Total_dynamics_before
0.52
All_deals_slope_before
-0.50
Sales_slope_before
-0.49
Purchase_slope_before
-0.48
Averaging_best_bids_before
0.44
Best_bid_median_before
-0.44
Best_ask_median_before
0.43
Averaging_best_asks_before
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.06
Quarter
0.03
Day_of_week
0.02
is_weekend
0.00
Year
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.5
337
0.4%
0.6
122
0.2%
0.6666666666666666
100
0.1%
0.5714285714285714
93
0.1%
0.5555555555555556
84
0.1%
0.625
67
<0.1%
0.4
61
<0.1%
0.4285714285714285
61
<0.1%
0.5833333333333334
55
<0.1%
0.5454545454545454
53
<0.1%
0.6363636363636364
52
<0.1%
0.3333333333333333
51
<0.1%
0.5625
49
<0.1%
0.4545454545454545
49
<0.1%
0.5384615384615384
48
<0.1%
SMALLEST VALUES
0.0
4
<0.1%
0.0161290322580645
1
<0.1%
0.0357142857142857
1
<0.1%
0.0555555555555555
1
<0.1%
0.0568181818181818
1
<0.1%
0.0606060606060606
1
<0.1%
0.0689655172413793
1
<0.1%
0.0703125
1
<0.1%
0.0714285714285714
3
<0.1%
0.074074074074074
1
<0.1%
0.0769230769230769
1
<0.1%
0.0773809523809523
1
<0.1%
0.0784313725490196
2
<0.1%
0.0795454545454545
1
<0.1%
0.0833333333333333
1
<0.1%
LARGEST VALUES
1.0
4
<0.1%
0.9659090909090908
1
<0.1%
0.9574468085106383
1
<0.1%
0.9565217391304348
1
<0.1%
0.9558823529411764
1
<0.1%
0.950261780104712
1
<0.1%
0.95
2
<0.1%
0.9492753623188406
1
<0.1%
0.9484536082474226
1
<0.1%
0.945945945945946
1
<0.1%
0.9444444444444444
2
<0.1%
0.9411764705882352
1
<0.1%
0.9405940594059404
1
<0.1%
0.9402985074626866
1
<0.1%
0.9393939393939394
1
<0.1%
Share_of_makers_first_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Share_of_makers_before
0.80
Maker-Taker_correlation_before
0.66
Purchase_correlation_before
-0.62
All_deals_correlation_before
-0.59
Sales_correlation_before
-0.56
Maker-Taker_slope_before
0.54
Total_dynamics_before
0.48
Purchase_slope_before
-0.48
All_deals_slope_before
-0.46
Sales_slope_before
-0.44
Averaging_best_bids_before
0.34
Best_bid_median_before
-0.32
Averaging_best_asks_before
0.32
Best_ask_median_before
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.03
Quarter
0.02
Day_of_week
0.02
is_weekend
0.01
Year
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.25
247
0.3%
0.2
170
0.2%
0.3333333333333333
137
0.2%
0.2222222222222222
113
0.1%
0.2857142857142857
111
0.1%
0.1666666666666666
99
0.1%
0.3
81
0.1%
0.2727272727272727
79
0.1%
0.2307692307692307
75
<0.1%
0.1818181818181818
74
<0.1%
0.2352941176470588
71
<0.1%
0.1875
70
<0.1%
0.2142857142857142
62
<0.1%
0.1428571428571428
61
<0.1%
0.2666666666666666
61
<0.1%
SMALLEST VALUES
0.0
34
<0.1%
0.0044052863436123
1
<0.1%
0.0075757575757575
1
<0.1%
0.0077220077220077
1
<0.1%
0.0089285714285714
1
<0.1%
0.0091743119266055
1
<0.1%
0.0094339622641509
1
<0.1%
0.0103092783505154
1
<0.1%
0.0104166666666666
1
<0.1%
0.011441647597254
1
<0.1%
0.0128205128205128
1
<0.1%
0.0129870129870129
1
<0.1%
0.0143266475644699
1
<0.1%
0.0153846153846153
2
<0.1%
0.0163934426229508
3
<0.1%
LARGEST VALUES
0.5
5
<0.1%
0.4978354978354978
1
<0.1%
0.4977168949771689
1
<0.1%
0.4948453608247423
1
<0.1%
0.4929577464788732
1
<0.1%
0.4893617021276595
2
<0.1%
0.4885057471264368
1
<0.1%
0.4878048780487805
1
<0.1%
0.4855305466237942
1
<0.1%
0.4851485148514851
1
<0.1%
0.4848484848484848
1
<0.1%
0.4835164835164835
1
<0.1%
0.4830508474576271
1
<0.1%
0.4824561403508772
1
<0.1%
0.4823151125401929
1
<0.1%
All_deals_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Sales_slope_before
0.99
Purchase_slope_before
0.99
Total_dynamics_before
-0.92
Best_bid_median_before
0.80
Best_ask_median_before
-0.79
Averaging_best_bids_before
-0.79
Averaging_best_asks_before
-0.77
Maker-Taker_slope_before
-0.76
All_deals_correlation_before
0.74
Purchase_correlation_before
0.73
Sales_correlation_before
0.72
Maker-Taker_correlation_before
-0.60
Share_of_makers_before
-0.50
Share_of_makers_first_before
-0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.04
Quarter
0.02
Day_of_week
0.02
Year
0.02
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.1383915384669522
1
<0.1%
0.0439116748781663
1
<0.1%
-0.7999499075629868
1
<0.1%
-0.1691444510372863
1
<0.1%
-1.1174278765905017
1
<0.1%
1.0464727954496236
1
<0.1%
-1.8757819203813424
1
<0.1%
0.3623891509572668
1
<0.1%
-0.2880166083138791
1
<0.1%
-0.229155411497499
1
<0.1%
-0.4215226324555035
1
<0.1%
-1.732124844276013
1
<0.1%
-0.5117058525676664
1
<0.1%
0.0923980344497899
1
<0.1%
0.270927338972622
1
<0.1%
SMALLEST VALUES
-18.89060403870673
1
<0.1%
-17.512134781183292
1
<0.1%
-16.260694064829398
1
<0.1%
-14.41937384735814
1
<0.1%
-13.078521673928666
1
<0.1%
-12.71654579268397
1
<0.1%
-12.245449102336808
1
<0.1%
-12.111984813765096
1
<0.1%
-11.7569058374825
1
<0.1%
-11.728018377630908
1
<0.1%
-11.617937918538525
1
<0.1%
-11.407146220350825
1
<0.1%
-11.231186027819788
1
<0.1%
-11.083900724620037
1
<0.1%
-10.8236653171568
1
<0.1%
LARGEST VALUES
26.91197479480971
1
<0.1%
24.46481409617068
1
<0.1%
12.508537662745912
1
<0.1%
12.472812810230378
1
<0.1%
12.348036541075992
1
<0.1%
11.46662838824999
1
<0.1%
11.334991708006122
1
<0.1%
10.931373638139757
1
<0.1%
10.86164248376599
1
<0.1%
10.346973667755536
1
<0.1%
10.258968161534286
1
<0.1%
9.668769455270452
1
<0.1%
9.623733804242873
1
<0.1%
9.443557580349337
1
<0.1%
9.27727313248682
1
<0.1%
All_deals_correlation_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Sales_correlation_before
0.99
Purchase_correlation_before
0.98
Maker-Taker_correlation_before
-0.78
Purchase_slope_before
0.74
All_deals_slope_before
0.74
Sales_slope_before
0.73
Share_of_makers_before
-0.69
Total_dynamics_before
-0.69
Maker-Taker_slope_before
-0.65
Share_of_makers_first_before
-0.59
Averaging_best_bids_before
-0.57
Best_bid_median_before
0.57
Best_ask_median_before
-0.55
Averaging_best_asks_before
-0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.04
Quarter
0.02
Year
0.02
Day_of_week
0.01
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.5365400264571092
1
<0.1%
0.061451873089521
1
<0.1%
-0.8795153366571898
1
<0.1%
-0.5857976651804693
1
<0.1%
-0.9419551908038136
1
<0.1%
0.9239426722997264
1
<0.1%
-0.9183176362055532
1
<0.1%
0.6335280247180041
1
<0.1%
-0.5365119287806236
1
<0.1%
-0.3251795799843464
1
<0.1%
-0.7446511050253664
1
<0.1%
-0.9697258393092392
1
<0.1%
-0.5109848552760496
1
<0.1%
0.141072519904594
1
<0.1%
0.2625915502762672
1
<0.1%
SMALLEST VALUES
-0.9953844735163
1
<0.1%
-0.990526149724611
1
<0.1%
-0.9900295892716968
1
<0.1%
-0.9882033591317168
1
<0.1%
-0.9877420511466344
1
<0.1%
-0.9867812251852716
1
<0.1%
-0.985358310221546
1
<0.1%
-0.9839617447089056
1
<0.1%
-0.9834176696583428
1
<0.1%
-0.983363837958794
1
<0.1%
-0.9830943615900622
1
<0.1%
-0.98293054497964
1
<0.1%
-0.9826898291106754
1
<0.1%
-0.9825676926892888
1
<0.1%
-0.9824869666503924
1
<0.1%
LARGEST VALUES
0.9854208919000468
1
<0.1%
0.9837132250740284
1
<0.1%
0.9823899593903068
1
<0.1%
0.9816667129322286
1
<0.1%
0.9816266183932076
1
<0.1%
0.980716166574228
1
<0.1%
0.9802752829281624
1
<0.1%
0.9794096677661244
1
<0.1%
0.979270720353152
1
<0.1%
0.9791748556804716
1
<0.1%
0.9789675651046852
1
<0.1%
0.9788491588941928
1
<0.1%
0.9775125276652142
1
<0.1%
0.9769843804648995
1
<0.1%
0.976496735630512
1
<0.1%
All_volumes_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_volumes_correlation_before
0.76
Purchase_volume_slope_before
0.59
Sales_volume_correlation_before
0.54
Purchase_volume_correlation_before
0.47
Sales_volume_slope_before
0.40
Share_of_makers_before
0.13
Best_bid_median_before
-0.10
Best_ask_median_before
0.10
Averaging_best_asks_before
0.10
Total_dynamics_before
0.09
Averaging_best_bids_before
0.08
All_deals_correlation_before
-0.08
Maker-Taker_slope_before
0.08
Sales_correlation_before
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Quarter
0.01
Day_of_week
0.01
is_weekend
0.01
Year
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.0163933489069084
1
<0.1%
0.0054618240460021
1
<0.1%
0.003628739569166
1
<0.1%
-0.0053416836721529
1
<0.1%
0.0018062167242753
1
<0.1%
-0.002198938385178
1
<0.1%
0.0023842124194882
1
<0.1%
-0.0020276708185935
1
<0.1%
-0.001298153521998
1
<0.1%
0.0049562308104781
1
<0.1%
0.0052758202088029
1
<0.1%
-0.0032467281298861
1
<0.1%
-0.0002821742018118
1
<0.1%
0.0004395695415335
1
<0.1%
0.0025564386256512
1
<0.1%
SMALLEST VALUES
-0.2311469365457744
1
<0.1%
-0.1741646415322232
1
<0.1%
-0.1380915139486641
1
<0.1%
-0.1272023288119897
1
<0.1%
-0.1197198128340821
1
<0.1%
-0.0930889468925027
1
<0.1%
-0.0913187316451806
1
<0.1%
-0.0709664310755489
1
<0.1%
-0.0682495775810476
1
<0.1%
-0.0677742414363271
1
<0.1%
-0.0654432791535828
1
<0.1%
-0.060270699209634
1
<0.1%
-0.0591339745650376
1
<0.1%
-0.0587446565972638
1
<0.1%
-0.0581873749295948
1
<0.1%
LARGEST VALUES
0.1196985004568514
1
<0.1%
0.1132304373055823
1
<0.1%
0.0924765896292438
1
<0.1%
0.0888971030089361
1
<0.1%
0.0837929021793463
1
<0.1%
0.0765012538778029
1
<0.1%
0.0764498443400512
1
<0.1%
0.0738322474178875
1
<0.1%
0.0721430589995102
1
<0.1%
0.070006480474539
1
<0.1%
0.068785582204516
1
<0.1%
0.0660453471131203
1
<0.1%
0.0659021699805074
1
<0.1%
0.0657907088312946
1
<0.1%
0.062811684764337
1
<0.1%
All_volumes_correlation_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_volumes_slope_before
0.76
Sales_volume_correlation_before
0.72
Purchase_volume_correlation_before
0.60
Purchase_volume_slope_before
0.42
Sales_volume_slope_before
0.30
Share_of_makers_before
0.15
Best_bid_median_before
-0.10
Best_ask_median_before
0.10
Total_dynamics_before
0.09
Averaging_best_asks_before
0.09
All_deals_correlation_before
-0.09
Sales_correlation_before
-0.09
Averaging_best_bids_before
0.09
Maker-Taker_correlation_before
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.04
Quarter
0.03
Year
0.02
Day_of_week
0.01
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.2418977713572442
1
<0.1%
0.0798549554084242
1
<0.1%
0.1182050148022976
1
<0.1%
-0.1436843787844948
1
<0.1%
0.0528024199619285
1
<0.1%
-0.0674103484223202
1
<0.1%
0.0527778886294995
1
<0.1%
-0.0578915447579231
1
<0.1%
-0.0632168702531614
1
<0.1%
0.1414464069231139
1
<0.1%
0.2063652022792133
1
<0.1%
-0.0779727931287903
1
<0.1%
-0.0067962903660946
1
<0.1%
0.0054209980998979
1
<0.1%
0.0694161126518966
1
<0.1%
SMALLEST VALUES
-0.7368467064909748
1
<0.1%
-0.6774224396747273
1
<0.1%
-0.6628661159885854
1
<0.1%
-0.6546962663543926
1
<0.1%
-0.652820990302428
1
<0.1%
-0.6101314245003266
1
<0.1%
-0.6098200596799741
1
<0.1%
-0.6002662459903249
1
<0.1%
-0.5929915748056944
1
<0.1%
-0.587601721282609
1
<0.1%
-0.5796279173789285
1
<0.1%
-0.5751319779845995
1
<0.1%
-0.5708609717801222
1
<0.1%
-0.563473610757822
1
<0.1%
-0.5526759265068695
1
<0.1%
LARGEST VALUES
0.8384460362061925
1
<0.1%
0.7343840186867417
1
<0.1%
0.6462713177993162
1
<0.1%
0.6384286611474457
1
<0.1%
0.612778061061706
1
<0.1%
0.605724299055109
1
<0.1%
0.5813338447962151
1
<0.1%
0.5536583737347885
1
<0.1%
0.5489309380492656
1
<0.1%
0.5299594959430656
1
<0.1%
0.5271349039148026
1
<0.1%
0.5232050043080403
1
<0.1%
0.5226524958062394
1
<0.1%
0.5114595625006991
1
<0.1%
0.5113792647983914
1
<0.1%
Sales_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_slope_before
0.99
Purchase_slope_before
0.97
Total_dynamics_before
-0.92
Best_bid_median_before
0.82
Best_ask_median_before
-0.81
Averaging_best_bids_before
-0.80
Averaging_best_asks_before
-0.79
Maker-Taker_slope_before
-0.76
All_deals_correlation_before
0.73
Sales_correlation_before
0.72
Purchase_correlation_before
0.71
Maker-Taker_correlation_before
-0.59
Share_of_makers_before
-0.49
Share_of_makers_first_before
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.05
Day_of_week
0.02
Quarter
0.02
Year
0.02
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
472
0.6%
-0.1745513548927242
1
<0.1%
0.3664805258253911
1
<0.1%
0.0419328854770746
1
<0.1%
0.3329716526164344
1
<0.1%
-0.0724227900863411
1
<0.1%
0.0091564730904735
1
<0.1%
-0.1196622248743862
1
<0.1%
-0.1156754877463335
1
<0.1%
0.053732929188137
1
<0.1%
-0.3288928133726314
1
<0.1%
-0.2175182794424757
1
<0.1%
0.4330161655552074
1
<0.1%
0.3268402450596869
1
<0.1%
-0.0636280452081019
1
<0.1%
SMALLEST VALUES
-17.95031911942357
1
<0.1%
-17.79830498962958
1
<0.1%
-15.834703623687291
1
<0.1%
-15.806823091367017
1
<0.1%
-15.173024485486058
1
<0.1%
-14.847408963014075
1
<0.1%
-13.331348145688844
1
<0.1%
-13.179345874279582
1
<0.1%
-12.992169929671489
1
<0.1%
-12.53972494730941
1
<0.1%
-12.248840426746565
1
<0.1%
-11.922413123946754
1
<0.1%
-11.61218879772335
1
<0.1%
-11.35504030661514
1
<0.1%
-11.33153059157285
1
<0.1%
LARGEST VALUES
23.51960373892434
1
<0.1%
22.26754309023272
1
<0.1%
12.441157214197885
1
<0.1%
12.304497997671785
1
<0.1%
11.654292870131885
1
<0.1%
10.960332353342636
1
<0.1%
10.693967110952244
1
<0.1%
10.102015465303234
1
<0.1%
9.841435151454167
1
<0.1%
9.554298432618763
1
<0.1%
9.301729371817528
1
<0.1%
9.24924872832957
1
<0.1%
9.086407610423498
1
<0.1%
8.781634883506417
1
<0.1%
8.706325605671719
1
<0.1%
Sales_correlation_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_correlation_before
0.99
Purchase_correlation_before
0.95
Maker-Taker_correlation_before
-0.77
All_deals_slope_before
0.72
Sales_slope_before
0.72
Purchase_slope_before
0.72
Share_of_makers_before
-0.67
Total_dynamics_before
-0.67
Maker-Taker_slope_before
-0.64
Averaging_best_bids_before
-0.56
Share_of_makers_first_before
-0.56
Best_bid_median_before
0.56
Best_ask_median_before
-0.55
Averaging_best_asks_before
-0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.04
Quarter
0.02
Year
0.01
Day_of_week
0.01
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
462
0.6%
1.0
12
<0.1%
-0.6768001640953591
1
<0.1%
-0.8068151022377483
1
<0.1%
-0.2773241766112639
1
<0.1%
0.2297769427958452
1
<0.1%
0.7302001141379576
1
<0.1%
-0.4058887902176225
1
<0.1%
0.0306056056831994
1
<0.1%
-0.6232367006444742
1
<0.1%
-0.6643758588436602
1
<0.1%
0.7369931486650086
1
<0.1%
0.0898734271888273
1
<0.1%
-0.5940384522412162
1
<0.1%
0.9613652531795938
1
<0.1%
SMALLEST VALUES
-0.9998266146497587
1
<0.1%
-0.9986254293758132
1
<0.1%
-0.9960668158861166
1
<0.1%
-0.9931635464402072
1
<0.1%
-0.9917528560202716
1
<0.1%
-0.990206246348104
1
<0.1%
-0.9888142039187018
1
<0.1%
-0.9887092344662256
1
<0.1%
-0.9879929062630652
1
<0.1%
-0.9876134746182638
1
<0.1%
-0.9874333720361153
1
<0.1%
-0.9866818475763116
1
<0.1%
-0.9864645690071866
1
<0.1%
-0.986365977623341
1
<0.1%
-0.9859686153656788
1
<0.1%
LARGEST VALUES
1.0
12
<0.1%
0.9999858276110404
1
<0.1%
0.9998421171463732
1
<0.1%
0.9995807349042825
1
<0.1%
0.997757339742912
1
<0.1%
0.9970023410385724
1
<0.1%
0.996828105962802
1
<0.1%
0.9959782582533248
1
<0.1%
0.989827830125283
1
<0.1%
0.9894918187345964
1
<0.1%
0.9891717243491138
1
<0.1%
0.9891710327615522
1
<0.1%
0.989033127020731
1
<0.1%
0.9884608053409192
1
<0.1%
0.9878354848535092
1
<0.1%
Purchase_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_slope_before
0.99
Sales_slope_before
0.97
Total_dynamics_before
-0.89
Maker-Taker_slope_before
-0.75
Purchase_correlation_before
0.74
Best_bid_median_before
0.74
All_deals_correlation_before
0.74
Averaging_best_bids_before
-0.73
Best_ask_median_before
-0.73
Sales_correlation_before
0.72
Averaging_best_asks_before
-0.71
Maker-Taker_correlation_before
-0.59
Share_of_makers_before
-0.48
Share_of_makers_first_before
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.03
Day_of_week
0.02
Quarter
0.01
Year
0.01
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
469
0.6%
-0.0035171060344202
1
<0.1%
0.3999126065777447
1
<0.1%
0.2787714487474195
1
<0.1%
-0.0896006103131525
1
<0.1%
0.0676564363036676
1
<0.1%
-0.142416719360588
1
<0.1%
-0.1170751341705522
1
<0.1%
0.3074484099138962
1
<0.1%
-0.1857627053203931
1
<0.1%
-0.265929644755778
1
<0.1%
0.4171838513380804
1
<0.1%
0.3692903011497767
1
<0.1%
0.0416912371421927
1
<0.1%
0.5158599020686973
1
<0.1%
SMALLEST VALUES
-20.87151041937804
1
<0.1%
-17.208727641068755
1
<0.1%
-17.145658714330096
1
<0.1%
-13.93273608985729
1
<0.1%
-12.773305729661486
1
<0.1%
-11.92865886526641
1
<0.1%
-11.307811518832866
1
<0.1%
-10.484961213676648
1
<0.1%
-10.44824632317465
1
<0.1%
-10.301156050677944
1
<0.1%
-10.06010549168864
1
<0.1%
-10.01682964142348
1
<0.1%
-9.967139771664852
1
<0.1%
-9.935174415313837
1
<0.1%
-9.816388117135167
1
<0.1%
LARGEST VALUES
31.60573231701997
1
<0.1%
25.10374469230449
1
<0.1%
13.84527085410827
1
<0.1%
13.372964494072734
1
<0.1%
12.59132431712977
1
<0.1%
12.402906555731851
1
<0.1%
12.190602288136674
1
<0.1%
11.90232856062309
1
<0.1%
11.700974584085952
1
<0.1%
11.582597663090274
1
<0.1%
11.1539148416847
1
<0.1%
10.988342668077488
1
<0.1%
10.902093049274969
1
<0.1%
10.21844208922224
1
<0.1%
10.198024591978204
1
<0.1%
Purchase_correlation_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_correlation_before
0.98
Sales_correlation_before
0.95
Maker-Taker_correlation_before
-0.76
Purchase_slope_before
0.74
All_deals_slope_before
0.73
Sales_slope_before
0.71
Total_dynamics_before
-0.67
Share_of_makers_before
-0.66
Maker-Taker_slope_before
-0.64
Share_of_makers_first_before
-0.62
Best_bid_median_before
0.54
Averaging_best_bids_before
-0.54
Best_ask_median_before
-0.53
Averaging_best_asks_before
-0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.03
Quarter
0.01
Year
0.01
Day_of_week
0.01
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
457
0.6%
1.0
12
<0.1%
-1.0
3
<0.1%
-0.8865270702274475
1
<0.1%
-0.3635972998161463
1
<0.1%
0.1521373239236616
1
<0.1%
0.3701622814782513
1
<0.1%
0.5520873013103321
1
<0.1%
-0.5052443459477232
1
<0.1%
0.1985230358076195
1
<0.1%
-0.7815378437156503
1
<0.1%
0.6499875129992946
1
<0.1%
0.262931603220263
1
<0.1%
-0.8275516438755182
1
<0.1%
-0.3916881460482547
1
<0.1%
SMALLEST VALUES
-1.0
3
<0.1%
-0.9999539946299846
1
<0.1%
-0.9994876378693468
1
<0.1%
-0.9990553676469868
1
<0.1%
-0.9982702882651718
1
<0.1%
-0.9975330994465168
1
<0.1%
-0.9960991172479916
1
<0.1%
-0.9952787460442376
1
<0.1%
-0.9949922123077596
1
<0.1%
-0.9918290566224096
1
<0.1%
-0.9917585299146672
1
<0.1%
-0.9914042052023856
1
<0.1%
-0.9911490351427872
1
<0.1%
-0.9906932123806944
1
<0.1%
-0.9906642451256692
1
<0.1%
LARGEST VALUES
1.0
12
<0.1%
0.9881983500382144
1
<0.1%
0.9880719703090698
1
<0.1%
0.9856732702435888
1
<0.1%
0.985610437206584
1
<0.1%
0.9851390928937096
1
<0.1%
0.984762734648262
1
<0.1%
0.9841195130978176
1
<0.1%
0.9826286953193488
1
<0.1%
0.9822199381038914
1
<0.1%
0.9822065269625272
1
<0.1%
0.9818135541490586
1
<0.1%
0.9814415609700824
1
<0.1%
0.9811533838116168
1
<0.1%
0.9810681372096912
1
<0.1%
Sales_volume_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Sales_volume_correlation_before
0.41
All_volumes_slope_before
0.40
All_volumes_correlation_before
0.30
Sales_volume_before_median
-0.08
Purchase_volume_correlation_before
0.06
Purchase_volume_slope_before
0.05
Best_bid_median_before
-0.04
Best_ask_median_before
0.04
Share_of_makers_before
0.04
Averaging_best_asks_before
0.04
Averaging_best_bids_before
0.03
Maker-Taker_slope_before
0.03
Purchase_volume_after_median
0.02
Total_dynamics_before
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Quarter
0.01
Day_of_week
0.01
Year
0.01
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
11
<0.1%
-0.0264877147550372
1
<0.1%
-0.0022230005830469
1
<0.1%
-0.0021510766488653
1
<0.1%
0.0017351924516223
1
<0.1%
0.0011662780680553
1
<0.1%
-0.0001479663737017
1
<0.1%
0.004204945238427
1
<0.1%
-0.0044042288036481
1
<0.1%
0.0017745616991073
1
<0.1%
0.0013896016665253
1
<0.1%
0.0026959144431445
1
<0.1%
-0.0009440945484092
1
<0.1%
-0.0013949081041331
1
<0.1%
0.0104984523212112
1
<0.1%
SMALLEST VALUES
-3.204895834850798
1
<0.1%
-0.6215374161692098
1
<0.1%
-0.3433875804851495
1
<0.1%
-0.3310909090909091
1
<0.1%
-0.3157838224767358
1
<0.1%
-0.2262075545830964
1
<0.1%
-0.2087691142559876
1
<0.1%
-0.1675462786943961
1
<0.1%
-0.1672871174037484
1
<0.1%
-0.1658642473045876
1
<0.1%
-0.1575481888599242
1
<0.1%
-0.1487582714711047
1
<0.1%
-0.1412760112789238
1
<0.1%
-0.1411086065207871
1
<0.1%
-0.1324729531449309
1
<0.1%
LARGEST VALUES
0.3048648648648654
1
<0.1%
0.2585560430793777
1
<0.1%
0.2210410594812744
1
<0.1%
0.1853740459671778
1
<0.1%
0.1730744347243384
1
<0.1%
0.1641950328282961
1
<0.1%
0.1468332767575075
1
<0.1%
0.1429660670921564
1
<0.1%
0.1399002693958973
1
<0.1%
0.1300109910578056
1
<0.1%
0.126062418351536
1
<0.1%
0.1249675422593837
1
<0.1%
0.1043570507324823
1
<0.1%
0.1031696410989553
1
<0.1%
0.1020603127640021
1
<0.1%
Sales_volume_correlation_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_volumes_correlation_before
0.72
All_volumes_slope_before
0.54
Sales_volume_slope_before
0.41
Purchase_volume_correlation_before
0.17
Purchase_volume_slope_before
0.10
Share_of_makers_first_before
-0.08
Purchase_volume_before_median
-0.07
Relative_range_of_offer_change_before
-0.06
Relative_range_of_demand_change_before
-0.06
Seller_price_by_volume_threshold_before
0.06
Number_of_different_levels_of_offer_before
-0.05
Volumes_before_median
-0.05
Share_of_makers_before
0.04
Best_bid_median_before
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.06
Quarter
0.05
Year
0.04
Day_of_week
0.02
is_weekend
0.02
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1.0
17
<0.1%
-1.0
7
<0.1%
-0.3510014859590414
1
<0.1%
-0.0100286521573385
1
<0.1%
-0.0533697433135271
1
<0.1%
0.1198244424500955
1
<0.1%
0.0268668646203423
1
<0.1%
-0.0218511288057497
1
<0.1%
-0.100884395991814
1
<0.1%
0.0628201797397035
1
<0.1%
0.0294886858916457
1
<0.1%
-0.0042514444885737
1
<0.1%
0.1193806577997195
1
<0.1%
-0.1546316358353765
1
<0.1%
0.0435807006547042
1
<0.1%
SMALLEST VALUES
-1.0
7
<0.1%
-0.99908846897146
1
<0.1%
-0.995632642110902
1
<0.1%
-0.9943240640502584
1
<0.1%
-0.9865399440020016
1
<0.1%
-0.9766069904732606
1
<0.1%
-0.9736830974480574
1
<0.1%
-0.9735994910471628
1
<0.1%
-0.947375349002552
1
<0.1%
-0.9347022982008664
1
<0.1%
-0.9243193843920712
1
<0.1%
-0.9142262301787564
1
<0.1%
-0.9129386937354316
1
<0.1%
-0.8839870439538313
1
<0.1%
-0.8703166540536535
1
<0.1%
LARGEST VALUES
1.0
17
<0.1%
0.9980747880509118
1
<0.1%
0.997757339742912
1
<0.1%
0.9960127576656752
1
<0.1%
0.9890613597011352
1
<0.1%
0.9875815034808988
1
<0.1%
0.9767819969700592
1
<0.1%
0.9658556408776632
1
<0.1%
0.958998822265942
1
<0.1%
0.95817320486088
1
<0.1%
0.9541954296480628
1
<0.1%
0.9511394939990464
1
<0.1%
0.9395693429359864
1
<0.1%
0.8920776626693075
1
<0.1%
0.8553112328907669
1
<0.1%
Purchase_volume_slope_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Purchase_volume_correlation_before
0.60
All_volumes_slope_before
0.59
All_volumes_correlation_before
0.42
Share_of_makers_first_before
0.10
Sales_volume_correlation_before
0.10
Share_of_makers_before
0.06
Total_dynamics_before
0.06
Sales_volume_slope_before
0.05
Purchase_correlation_before
-0.04
Purchase_slope_before
-0.04
All_deals_correlation_before
-0.04
All_deals_slope_before
-0.04
Sales_slope_before
-0.04
Averaging_best_asks_before
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Day_of_week
0.01
Quarter
0.01
is_weekend
0.00
Year
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
12
<0.1%
0.001138382633554
1
<0.1%
0.0038825919511974
1
<0.1%
0.0042774496861781
1
<0.1%
0.001544872232521
1
<0.1%
0.0026562701436749
1
<0.1%
0.0018923609009147
1
<0.1%
-0.0052068561369059
1
<0.1%
0.0013177267316681
1
<0.1%
-0.002108725550261
1
<0.1%
-0.0026739628975829
1
<0.1%
0.0002137443130976
1
<0.1%
-0.0013138160457677
1
<0.1%
-0.0011838044482331
1
<0.1%
0.0024420052357739
1
<0.1%
SMALLEST VALUES
-0.5884291159022601
1
<0.1%
-0.5513496792627772
1
<0.1%
-0.4851774765968688
1
<0.1%
-0.2552462955594906
1
<0.1%
-0.2396761062997598
1
<0.1%
-0.2037952325214251
1
<0.1%
-0.2001953920923508
1
<0.1%
-0.1970112877235685
1
<0.1%
-0.1388146169631621
1
<0.1%
-0.1188712508033737
1
<0.1%
-0.118311051127626
1
<0.1%
-0.1149018887419651
1
<0.1%
-0.1131627927671155
1
<0.1%
-0.1124721947767366
1
<0.1%
-0.1076762457718677
1
<0.1%
LARGEST VALUES
0.6364794394308253
1
<0.1%
0.3128066590653889
1
<0.1%
0.2893138044597863
1
<0.1%
0.2883784052781631
1
<0.1%
0.2528971962616828
1
<0.1%
0.2461273319797412
1
<0.1%
0.2125613169287613
1
<0.1%
0.1848759537827274
1
<0.1%
0.1813468732079568
1
<0.1%
0.176691414361097
1
<0.1%
0.1718538785375903
1
<0.1%
0.1520532268773658
1
<0.1%
0.1517892170226384
1
<0.1%
0.1483032024525367
1
<0.1%
0.1413894579367131
1
<0.1%
Purchase_volume_correlation_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_volumes_correlation_before
0.60
Purchase_volume_slope_before
0.60
All_volumes_slope_before
0.47
Sales_volume_correlation_before
0.17
Share_of_makers_first_before
0.13
Share_of_makers_before
0.09
Total_dynamics_before
0.08
Purchase_slope_before
-0.06
All_deals_slope_before
-0.06
Sales_volume_slope_before
0.06
Averaging_best_asks_before
0.06
Best_bid_median_before
-0.06
Best_ask_median_before
0.05
Sales_slope_before
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.03
Quarter
0.01
Year
0.01
Day_of_week
0.01
is_weekend
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1.0
28
<0.1%
-1.0
3
<0.1%
-0.0015162630727226
1
<0.1%
-0.0898671274534155
1
<0.1%
0.0916626109939948
1
<0.1%
0.0587724419427455
1
<0.1%
0.1023090285796314
1
<0.1%
-0.037495824065427
1
<0.1%
0.064217884018386
1
<0.1%
0.0027833204692223
1
<0.1%
0.056599899786933
1
<0.1%
-0.0624143918525558
1
<0.1%
0.0175912707083831
1
<0.1%
0.0123315746397395
1
<0.1%
0.0832049412587471
1
<0.1%
SMALLEST VALUES
-1.0
3
<0.1%
-0.999375458116733
1
<0.1%
-0.9958112638335996
1
<0.1%
-0.9944767371802145
1
<0.1%
-0.9816138997898008
1
<0.1%
-0.9550168156022284
1
<0.1%
-0.9193941324970272
1
<0.1%
-0.896264566041049
1
<0.1%
-0.8914768481211458
1
<0.1%
-0.8719484306530455
1
<0.1%
-0.8680368230933703
1
<0.1%
-0.8523881371934219
1
<0.1%
-0.836691670549313
1
<0.1%
-0.8279712049536316
1
<0.1%
-0.8227176885663061
1
<0.1%
LARGEST VALUES
1.0
28
<0.1%
0.9999999999999998
1
<0.1%
0.9992038547207608
1
<0.1%
0.9860018989069936
1
<0.1%
0.950493912011475
1
<0.1%
0.9077645540726516
1
<0.1%
0.8850475465358355
1
<0.1%
0.8568364425933583
1
<0.1%
0.8512138267725186
1
<0.1%
0.8281231838359573
1
<0.1%
0.8208458534429206
1
<0.1%
0.8173187631372902
1
<0.1%
0.8149064751130356
1
<0.1%
0.8125481736487408
1
<0.1%
0.7879655212315123
1
<0.1%
Number_of_spikes_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Number_of_different_levels_of_demand_before
0.89
Number_of_different_levels_of_offer_before
0.88
Number_of_spikes_after
0.85
Number_of_different_levels_of_offer_after
0.81
Number_of_different_levels_of_demand_after
0.80
Relative_range_of_demand_change_before
0.73
Relative_range_of_offer_change_before
0.73
Total_rise_before
0.73
Total_rise_after
0.69
Bid_price_by_volume_threshold_before
0.66
Median_decline_after
-0.65
Median_decline_before
-0.65
Average_decline_after
-0.64
Bid_price_by_volume_threshold_after
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.41
Quarter
0.30
Year
0.20
Day_of_week
0.12
is_weekend
0.11
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
134
311
0.4%
156
298
0.4%
178
296
0.4%
154
293
0.4%
132
287
0.4%
174
287
0.4%
158
285
0.4%
166
284
0.4%
180
284
0.4%
176
279
0.4%
142
278
0.4%
160
277
0.4%
168
277
0.4%
148
275
0.4%
150
275
0.4%
SMALLEST VALUES
0
2
<0.1%
1
21
<0.1%
2
48
<0.1%
3
39
<0.1%
4
91
0.1%
5
110
0.1%
6
141
0.2%
7
145
0.2%
8
163
0.2%
9
161
0.2%
10
175
0.2%
11
174
0.2%
12
196
0.3%
13
175
0.2%
14
190
0.2%
LARGEST VALUES
2361
1
<0.1%
2308
1
<0.1%
1959
1
<0.1%
1958
1
<0.1%
1945
1
<0.1%
1916
1
<0.1%
1914
1
<0.1%
1854
1
<0.1%
1833
1
<0.1%
1794
1
<0.1%
1728
1
<0.1%
1704
2
<0.1%
1699
1
<0.1%
1691
1
<0.1%
1685
1
<0.1%
Total_rise_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Total_rise_after
0.86
Average_decline_before
-0.81
Average_rise_before
0.79
Relative_range_of_offer_change_before
0.76
Relative_range_of_demand_change_before
0.75
Median_decline_before
-0.75
Median_rise_before
0.74
Number_of_spikes_before
0.73
Average_decline_after
-0.72
Median_decline_after
-0.68
Average_rise_after
0.68
Median_rise_after
0.65
Relative_range_of_offer_change_after
0.65
Relative_range_of_demand_change_after
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.20
Quarter
0.13
Year
0.09
Day_of_week
0.07
is_weekend
0.06
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0499999999919964
63
<0.1%
0.0299999999951978
59
<0.1%
0.0599999999903957
57
<0.1%
0.0399999999935971
57
<0.1%
0.040000000008149
46
<0.1%
0.0799999999871943
42
<0.1%
0.069999999988795
38
<0.1%
0.0300000000061118
38
<0.1%
0.0899999999855936
36
<0.1%
0.0199999999967985
30
<0.1%
0.0500000000101863
30
<0.1%
0.0600000000122236
24
<0.1%
0.0700000000142608
24
<0.1%
0.0099999999983992
24
<0.1%
0.0200000000040745
22
<0.1%
SMALLEST VALUES
0.0
2
<0.1%
0.0099999999983992
24
<0.1%
0.0100000000020372
21
<0.1%
0.0199999999967985
30
<0.1%
0.0200000000004365
6
<0.1%
0.0200000000040745
22
<0.1%
0.0299999999951978
59
<0.1%
0.0299999999988358
14
<0.1%
0.0300000000024738
8
<0.1%
0.0300000000061118
38
<0.1%
0.0399999999935971
57
<0.1%
0.0399999999972351
10
<0.1%
0.0400000000008731
11
<0.1%
0.040000000004511
11
<0.1%
0.040000000008149
46
<0.1%
LARGEST VALUES
31280.77
1
<0.1%
17904.120000000024
1
<0.1%
14427.600000000046
1
<0.1%
9092.919999999976
1
<0.1%
8578.80999999998
1
<0.1%
7808.110000000022
1
<0.1%
7672.560000000049
1
<0.1%
7539.41
1
<0.1%
7388.880000000026
1
<0.1%
7109.46000000005
1
<0.1%
6838.449999999957
1
<0.1%
6825.599999999937
1
<0.1%
6794.170000000089
1
<0.1%
6194.540000000034
1
<0.1%
6093.690000000046
1
<0.1%
Median_rise_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Average_rise_before
0.91
Median_decline_before
-0.88
Average_decline_before
-0.84
Median_decline_after
-0.80
Average_decline_after
-0.79
Median_rise_after
0.76
Total_rise_before
0.74
Average_rise_after
0.71
Total_rise_after
0.67
Relative_range_of_offer_change_before
0.64
Relative_range_of_demand_change_before
0.64
Number_of_spikes_before
0.62
Number_of_different_levels_of_offer_before
0.61
Bid_price_by_volume_threshold_before
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.39
Quarter
0.28
Year
0.20
Day_of_week
0.07
is_weekend
0.06
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0100000000020372
2,800
3.6%
0.0099999999983992
2,603
3.3%
0.5900000000001455
706
0.9%
0.6599999999998545
699
0.9%
0.569999999999709
679
0.9%
0.75
677
0.9%
0.680000000000291
667
0.9%
0.5
640
0.8%
0.6100000000005821
628
0.8%
0.6399999999994179
606
0.8%
0.7299999999995634
583
0.7%
0.5200000000004366
570
0.7%
0.7700000000004366
566
0.7%
0.819999999999709
566
0.7%
0.8400000000001455
555
0.7%
SMALLEST VALUES
0.0
2
<0.1%
0.0099999999983992
2,603
3.3%
0.0100000000002182
189
0.2%
0.0100000000020372
2,800
3.6%
0.0149999999975989
1
<0.1%
0.0149999999994179
3
<0.1%
0.0150000000012369
14
<0.1%
0.0199999999967985
2
<0.1%
0.0200000000004365
34
<0.1%
0.0200000000022555
7
<0.1%
0.0249999999978172
2
<0.1%
0.0249999999996362
1
<0.1%
0.0250000000014551
7
<0.1%
0.0299999999988358
8
<0.1%
0.0300000000006548
2
<0.1%
LARGEST VALUES
33.86999999999898
1
<0.1%
21.28000000000248
1
<0.1%
17.459999999999127
1
<0.1%
17.099999999998545
1
<0.1%
12.590000000000146
1
<0.1%
12.270000000000437
1
<0.1%
11.0
1
<0.1%
9.969999999997526
1
<0.1%
8.44000000000051
1
<0.1%
8.355000000001382
1
<0.1%
8.135000000000218
1
<0.1%
7.979999999999563
1
<0.1%
7.75
1
<0.1%
7.56000000000131
1
<0.1%
7.330000000001746
1
<0.1%
Average_rise_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Median_rise_before
0.91
Average_decline_before
-0.88
Median_decline_before
-0.81
Total_rise_before
0.79
Average_decline_after
-0.78
Average_rise_after
0.76
Median_decline_after
-0.74
Relative_range_of_demand_change_before
0.72
Relative_range_of_offer_change_before
0.72
Median_rise_after
0.72
Total_rise_after
0.70
Bid_price_by_volume_threshold_before
0.68
Bid_price_by_volume_threshold_after
0.63
Best_ask_median_after
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.24
Quarter
0.13
Year
0.11
Day_of_week
0.09
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0099999999983992
607
0.8%
0.0100000000020372
389
0.5%
0.0099999999996119
38
<0.1%
0.0100000000002182
24
<0.1%
0.0100000000008246
19
<0.1%
0.0099999999993087
16
<0.1%
0.0099999999998544
15
<0.1%
0.0100000000011277
15
<0.1%
0.0099999999991268
14
<0.1%
0.0100000000015175
13
<0.1%
0.0099999999999584
11
<0.1%
0.010000000000582
10
<0.1%
0.0099999999990056
10
<0.1%
0.0100000000014309
9
<0.1%
0.009999999998854
9
<0.1%
SMALLEST VALUES
0.0
2
<0.1%
0.0099999999983992
607
0.8%
0.0099999999984453
1
<0.1%
0.009999999998475
1
<0.1%
0.0099999999985129
1
<0.1%
0.0099999999985392
1
<0.1%
0.0099999999985508
2
<0.1%
0.0099999999985574
3
<0.1%
0.0099999999985646
3
<0.1%
0.0099999999985725
3
<0.1%
0.0099999999985811
2
<0.1%
0.0099999999985907
4
<0.1%
0.0099999999986013
4
<0.1%
0.0099999999986071
1
<0.1%
0.0099999999986132
2
<0.1%
LARGEST VALUES
45.26884225759768
1
<0.1%
27.96046511627916
1
<0.1%
24.49264021887828
1
<0.1%
17.099999999998545
1
<0.1%
16.399160671462727
1
<0.1%
12.934452347083893
1
<0.1%
12.276902515723306
1
<0.1%
12.270000000000437
1
<0.1%
11.054853372434016
1
<0.1%
11.0
1
<0.1%
10.836949152542442
1
<0.1%
10.404548238897531
1
<0.1%
10.212869047619025
1
<0.1%
10.202690582959546
1
<0.1%
9.827185185185051
1
<0.1%
Total_dynamics_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
All_deals_slope_before
-0.92
Sales_slope_before
-0.92
Purchase_slope_before
-0.89
Best_bid_median_before
-0.88
Best_ask_median_before
0.87
Averaging_best_bids_before
0.87
Averaging_best_asks_before
0.86
Maker-Taker_slope_before
0.70
All_deals_correlation_before
-0.69
Purchase_correlation_before
-0.67
Sales_correlation_before
-0.67
Maker-Taker_correlation_before
0.55
Share_of_makers_before
0.52
Bid_price_by_volume_threshold_before
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.08
Quarter
0.04
Year
0.03
Day_of_week
0.03
is_weekend
0.02
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
373
0.5%
0.0099999999983992
263
0.3%
0.0100000000020372
163
0.2%
0.9799999999995634
63
<0.1%
1.0
61
<0.1%
2.25
60
<0.1%
1.4799999999995634
59
<0.1%
0.4099999999998545
56
<0.1%
0.9700000000011642
56
<0.1%
3.680000000000291
55
<0.1%
3.25
54
<0.1%
2.680000000000291
53
<0.1%
1.639999999999418
53
<0.1%
1.8400000000001453
53
<0.1%
0.0499999999992724
52
<0.1%
SMALLEST VALUES
-203.27000000000044
1
<0.1%
-123.18000000000028
1
<0.1%
-104.25
1
<0.1%
-101.09000000000016
1
<0.1%
-99.10000000000218
1
<0.1%
-97.45999999999913
1
<0.1%
-96.69000000000231
1
<0.1%
-92.45999999999913
1
<0.1%
-90.86999999999898
1
<0.1%
-88.35999999999694
1
<0.1%
-88.06000000000131
1
<0.1%
-76.59000000000015
1
<0.1%
-75.47000000000116
1
<0.1%
-75.15000000000146
1
<0.1%
-72.86999999999898
1
<0.1%
LARGEST VALUES
234.36000000000053
1
<0.1%
228.9300000000003
1
<0.1%
195.79999999999927
1
<0.1%
191.1800000000003
1
<0.1%
171.13999999999942
1
<0.1%
159.90000000000146
1
<0.1%
127.22999999999956
1
<0.1%
126.09000000000016
1
<0.1%
123.81999999999972
1
<0.1%
122.01000000000204
1
<0.1%
118.11000000000058
1
<0.1%
118.09999999999854
1
<0.1%
117.60000000000218
1
<0.1%
115.13999999999942
1
<0.1%
112.65999999999984
1
<0.1%
Median_decline_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Average_decline_before
0.93
Median_rise_before
-0.88
Median_decline_after
0.83
Average_rise_before
-0.81
Average_decline_after
0.81
Median_rise_after
-0.78
Total_rise_before
-0.75
Average_rise_after
-0.72
Total_rise_after
-0.69
Number_of_spikes_before
-0.65
Relative_range_of_demand_change_before
-0.64
Relative_range_of_offer_change_before
-0.64
Number_of_different_levels_of_demand_before
-0.64
Number_of_different_levels_of_offer_before
-0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.42
Quarter
0.31
Year
0.21
Day_of_week
0.07
is_weekend
0.06
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.0100000000020372
2,939
3.8%
-0.0099999999983992
2,793
3.6%
-0.6599999999998545
753
1.0%
-0.5900000000001455
744
1.0%
-0.569999999999709
687
0.9%
-0.5
668
0.9%
-0.680000000000291
646
0.8%
-0.6399999999994179
633
0.8%
-0.5200000000004366
623
0.8%
-0.75
616
0.8%
-0.5499999999992724
605
0.8%
-0.7299999999995634
602
0.8%
-0.6100000000005821
582
0.7%
-0.7700000000004366
548
0.7%
-0.4799999999995634
540
0.7%
SMALLEST VALUES
-31.82999999999811
1
<0.1%
-21.28000000000248
1
<0.1%
-18.13000000000102
1
<0.1%
-12.7400000000016
1
<0.1%
-10.389999999999418
1
<0.1%
-9.899999999997815
1
<0.1%
-9.68999999999869
1
<0.1%
-9.274999999997815
1
<0.1%
-8.749999999998181
1
<0.1%
-8.420000000001892
1
<0.1%
-8.099999999998545
1
<0.1%
-8.090000000000146
1
<0.1%
-8.029999999998836
1
<0.1%
-8.010000000002037
1
<0.1%
-7.970000000001164
1
<0.1%
LARGEST VALUES
0.0
23
<0.1%
-0.0099999999983992
2,793
3.6%
-0.0100000000002182
204
0.3%
-0.0100000000020372
2,939
3.8%
-0.0149999999994179
12
<0.1%
-0.0150000000012369
14
<0.1%
-0.0199999999967985
3
<0.1%
-0.0200000000004365
23
<0.1%
-0.0200000000022555
3
<0.1%
-0.0249999999978172
2
<0.1%
-0.0250000000014551
5
<0.1%
-0.0299999999988358
10
<0.1%
-0.0300000000006548
5
<0.1%
-0.0300000000024738
5
<0.1%
-0.0349999999980354
1
<0.1%
Average_decline_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Median_decline_before
0.93
Average_rise_before
-0.88
Median_rise_before
-0.84
Total_rise_before
-0.81
Average_decline_after
0.81
Median_decline_after
0.78
Average_rise_after
-0.77
Median_rise_after
-0.76
Total_rise_after
-0.73
Relative_range_of_offer_change_before
-0.73
Relative_range_of_demand_change_before
-0.73
Bid_price_by_volume_threshold_before
-0.65
Bid_price_by_volume_threshold_after
-0.64
Relative_range_of_demand_change_after
-0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.29
Quarter
0.18
Year
0.13
Day_of_week
0.08
is_weekend
0.07
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
-0.0099999999983992
640
0.8%
-0.0100000000020372
432
0.6%
-0.0100000000002182
46
<0.1%
-0.0100000000008246
34
<0.1%
-0.0099999999996119
30
<0.1%
-0.0099999999993087
29
<0.1%
0.0
23
<0.1%
-0.0100000000011277
21
<0.1%
-0.0100000000013096
19
<0.1%
-0.0099999999991268
18
<0.1%
-0.0099999999990056
15
<0.1%
-0.009999999998919
14
<0.1%
-0.0100000000014309
13
<0.1%
-0.0099999999994387
11
<0.1%
-0.010000000000582
11
<0.1%
SMALLEST VALUES
-44.92968162083936
1
<0.1%
-28.08192233009717
1
<0.1%
-24.38704514363889
1
<0.1%
-16.429184652278067
1
<0.1%
-12.927991452991424
1
<0.1%
-11.935716535433103
1
<0.1%
-10.98903818953331
1
<0.1%
-10.803914956011733
1
<0.1%
-10.619368029739643
1
<0.1%
-10.19340807174878
1
<0.1%
-10.104701378254347
1
<0.1%
-9.99717520858162
1
<0.1%
-9.899999999997815
1
<0.1%
-9.48685039370082
1
<0.1%
-9.400314842578762
1
<0.1%
LARGEST VALUES
0.0
23
<0.1%
-0.0099999999983992
640
0.8%
-0.0099999999984301
1
<0.1%
-0.0099999999984471
1
<0.1%
-0.0099999999984552
1
<0.1%
-0.0099999999985147
1
<0.1%
-0.0099999999985205
1
<0.1%
-0.0099999999985392
1
<0.1%
-0.0099999999985448
1
<0.1%
-0.0099999999985508
1
<0.1%
-0.0099999999985574
2
<0.1%
-0.0099999999985646
2
<0.1%
-0.0099999999985725
1
<0.1%
-0.0099999999985811
2
<0.1%
-0.0099999999985907
6
<0.1%
Volumes_before_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Purchase_volume_before_median
0.79
Sales_volume_before_median
0.78
Volumes_after_median
0.52
Infimum_price
-0.45
The_last_checked_price
-0.45
Position_open_MODEL_price
-0.45
Purchase_volume_after_median
0.42
Sales_volume_after_median
0.40
Day_of_year
0.38
Bid_price_by_volume_threshold_before
0.37
Seller_price_by_volume_threshold_before
-0.33
Relative_range_of_demand_change_before
0.33
Relative_range_of_offer_change_before
0.33
Bid_price_by_volume_threshold_after
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.47
Quarter
0.43
Year
0.42
Day_of_week
0.15
is_weekend
0.14
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
1.0439050818865245e-07
3
<0.1%
6.424621830316907e-07
3
<0.1%
1.0394486348661217e-07
3
<0.1%
5.308755760368664e-07
3
<0.1%
6.960372419145155e-07
3
<0.1%
1.9627085377821403e-07
3
<0.1%
5.252100840336135e-07
3
<0.1%
1.1520073728471862e-07
2
<0.1%
4.316546762589928e-07
2
<0.1%
5.338966544481133e-07
2
<0.1%
6.303081724430675e-07
2
<0.1%
1.498578598199608e-07
2
<0.1%
1.7928070787194696e-07
2
<0.1%
3.466895481768464e-07
2
<0.1%
3.862275449101797e-07
2
<0.1%
SMALLEST VALUES
2.5736997301291995e-08
1
<0.1%
2.574855888534489e-08
1
<0.1%
2.581684497500929e-08
1
<0.1%
2.7325360482432933e-08
1
<0.1%
2.8451051591511186e-08
1
<0.1%
2.846362694106687e-08
1
<0.1%
2.8473132345559692e-08
1
<0.1%
2.8513877092969496e-08
1
<0.1%
2.9498340165271828e-08
1
<0.1%
2.9881862149653495e-08
1
<0.1%
3.011779892554296e-08
1
<0.1%
3.0624153454312265e-08
1
<0.1%
3.4264685349410016e-08
1
<0.1%
3.4317127899935687e-08
1
<0.1%
3.5546127142809414e-08
1
<0.1%
LARGEST VALUES
1.7873751125435687e-05
1
<0.1%
1.3053800979661658e-05
1
<0.1%
1.1053902347397256e-05
1
<0.1%
1.046748302566784e-05
1
<0.1%
8.371658578622704e-06
1
<0.1%
6.093141833649625e-06
1
<0.1%
6.093108744366393e-06
1
<0.1%
5.221983372105578e-06
1
<0.1%
5.186296973588264e-06
1
<0.1%
4.8641733681942855e-06
1
<0.1%
4.644210923235691e-06
1
<0.1%
4.302187310540111e-06
1
<0.1%
4.179626941572612e-06
1
<0.1%
3.998232354966387e-06
1
<0.1%
3.776650787190254e-06
1
<0.1%
Sales_volume_before_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Volumes_before_median
0.78
Purchase_volume_before_median
0.47
Volumes_after_median
0.42
Infimum_price
-0.37
The_last_checked_price
-0.36
Position_open_MODEL_price
-0.36
Sales_volume_after_median
0.34
Purchase_volume_after_median
0.33
Day_of_year
0.31
Bid_price_by_volume_threshold_before
0.27
Seller_price_by_volume_threshold_before
-0.26
Relative_range_of_demand_change_before
0.25
Relative_range_of_offer_change_before
0.24
Bid_price_by_volume_threshold_after
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.40
Quarter
0.36
Year
0.35
Day_of_week
0.12
is_weekend
0.10
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
10
<0.1%
6.424621830316907e-07
3
<0.1%
1.0439050818865245e-07
3
<0.1%
1.9627085377821403e-07
3
<0.1%
5.271481286241434e-07
3
<0.1%
5.299539170506912e-07
3
<0.1%
6.960372419145155e-07
3
<0.1%
9.876543209876544e-07
3
<0.1%
6.729471606666538e-07
2
<0.1%
6.361165789650383e-07
2
<0.1%
1.7928070787194696e-07
2
<0.1%
6.405016993057347e-07
2
<0.1%
3.352144450608666e-07
2
<0.1%
6.9373539710479e-07
2
<0.1%
1.0451068099159736e-06
2
<0.1%
SMALLEST VALUES
0.0
10
<0.1%
2.565270560918396e-08
1
<0.1%
2.574855888534489e-08
1
<0.1%
2.581684497500929e-08
1
<0.1%
2.5848313969868992e-08
1
<0.1%
2.5868287548928025e-08
1
<0.1%
2.8246896424954744e-08
1
<0.1%
2.8344154726691487e-08
1
<0.1%
2.8513877092969496e-08
1
<0.1%
2.8695416194217138e-08
1
<0.1%
2.9181208635636763e-08
1
<0.1%
2.9332247202122648e-08
1
<0.1%
3.0035395159640724e-08
1
<0.1%
3.059487450186445e-08
1
<0.1%
3.1701107216462166e-08
1
<0.1%
LARGEST VALUES
2.196114460562997e-05
1
<0.1%
2.06163209116719e-05
1
<0.1%
1.8553717330174352e-05
1
<0.1%
1.7379599193813216e-05
1
<0.1%
1.643448123845231e-05
1
<0.1%
1.4650555975537178e-05
1
<0.1%
1.3122036720977202e-05
1
<0.1%
1.204429823877603e-05
1
<0.1%
1.1993434186778025e-05
1
<0.1%
1.0427512365726229e-05
1
<0.1%
1.0048152417058566e-05
1
<0.1%
9.831652999252604e-06
1
<0.1%
9.82468790842309e-06
1
<0.1%
9.722367514670151e-06
1
<0.1%
9.265125447768091e-06
1
<0.1%
Purchase_volume_before_median
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Volumes_before_median
0.79
Sales_volume_before_median
0.47
Volumes_after_median
0.44
Purchase_volume_after_median
0.37
Infimum_price
-0.36
The_last_checked_price
-0.36
Position_open_MODEL_price
-0.36
Sales_volume_after_median
0.33
Bid_price_by_volume_threshold_before
0.31
Day_of_year
0.31
Relative_range_of_demand_change_before
0.27
Relative_range_of_offer_change_before
0.27
Seller_price_by_volume_threshold_before
-0.26
Bid_price_by_volume_threshold_after
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.39
Quarter
0.35
Year
0.35
Day_of_week
0.12
is_weekend
0.11
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
12
<0.1%
5.148005148005148e-07
3
<0.1%
1.0439050818865245e-07
3
<0.1%
1.436265709156194e-07
3
<0.1%
1.0394486348661217e-07
3
<0.1%
6.434771311881389e-07
3
<0.1%
6.970831280781737e-07
3
<0.1%
5.308755760368664e-07
3
<0.1%
1.9627085377821403e-07
3
<0.1%
2.565373410622904e-06
2
<0.1%
6.679974913902259e-07
2
<0.1%
1.4641288433382138e-07
2
<0.1%
5.934284377923293e-07
2
<0.1%
1.6886187098953057e-07
2
<0.1%
5.947734103594988e-07
2
<0.1%
SMALLEST VALUES
0.0
12
<0.1%
2.4825268303861292e-08
1
<0.1%
2.48685431048234e-08
1
<0.1%
2.5037027976017387e-08
1
<0.1%
2.525493048399992e-08
1
<0.1%
2.5284900284900285e-08
1
<0.1%
2.5346207778929666e-08
1
<0.1%
2.537802534657089e-08
1
<0.1%
2.5631280121331163e-08
1
<0.1%
2.5665403073322025e-08
1
<0.1%
2.5736997301291995e-08
1
<0.1%
2.581104764461285e-08
1
<0.1%
2.5834633984132368e-08
1
<0.1%
2.6137650576204505e-08
1
<0.1%
2.635657085899566e-08
1
<0.1%
LARGEST VALUES
2.578575447130567e-05
1
<0.1%
2.226538149427806e-05
1
<0.1%
2.1594121591929346e-05
1
<0.1%
2.044799600658121e-05
1
<0.1%
1.1828164035113705e-05
1
<0.1%
1.1568470321917468e-05
1
<0.1%
1.07763183905866e-05
1
<0.1%
8.121558349774728e-06
1
<0.1%
8.061693659072193e-06
1
<0.1%
7.654366505659008e-06
1
<0.1%
7.47630640227616e-06
1
<0.1%
7.471401921615714e-06
1
<0.1%
7.348542642380184e-06
1
<0.1%
7.3219139171408604e-06
1
<0.1%
6.606504022498545e-06
1
<0.1%
Bid_price_by_volume_threshold_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bid_price_by_volume_threshold_after
0.84
Relative_range_of_demand_change_before
0.77
Relative_range_of_offer_change_before
0.77
Averaging_best_asks_before
0.70
Average_rise_before
0.68
Relative_range_of_demand_change_after
0.68
Relative_range_of_offer_change_after
0.67
Number_of_spikes_before
0.66
Best_ask_median_before
0.66
Averaging_best_asks_after
0.65
Average_decline_before
-0.65
Averaging_best_bids_before
0.65
Average_decline_after
-0.64
Best_bid_median_before
-0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.30
Quarter
0.15
Day_of_week
0.14
is_weekend
0.12
Year
0.06
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
5.208509664148665e-07
3
<0.1%
5.197243173498679e-07
3
<0.1%
5.208884063470923e-07
3
<0.1%
4.927440969029195e-07
2
<0.1%
5.198815708949131e-07
2
<0.1%
4.901963186452194e-07
2
<0.1%
4.978562311704435e-07
2
<0.1%
5.168185681747926e-07
2
<0.1%
5.170120219977908e-07
2
<0.1%
5.169874314357976e-07
2
<0.1%
5.210851910923242e-07
2
<0.1%
5.193307904493649e-07
2
<0.1%
5.207020729357438e-07
2
<0.1%
4.907505783936894e-07
2
<0.1%
5.199878114024637e-07
2
<0.1%
SMALLEST VALUES
-0.0003926736286058
1
<0.1%
-0.0003026750991916
1
<0.1%
-0.0002873936636023
1
<0.1%
-0.0002545887306955
1
<0.1%
-0.0002496893155944
1
<0.1%
-0.0002463580690816
1
<0.1%
-0.000235189864225
1
<0.1%
-0.0002090293573733
1
<0.1%
-0.0001962818300015
1
<0.1%
-0.0001950207289809
1
<0.1%
-0.0001933637309294
1
<0.1%
-0.0001909569451963
1
<0.1%
-0.0001845710328369
1
<0.1%
-0.0001754118785353
1
<0.1%
-0.0001664056351994
1
<0.1%
LARGEST VALUES
0.0399547213575304
1
<0.1%
0.0334970508509857
1
<0.1%
0.0183155063874277
1
<0.1%
0.0181857268905538
1
<0.1%
0.0162217766591308
1
<0.1%
0.0153973152650575
1
<0.1%
0.0149527456155741
1
<0.1%
0.0148012714439027
1
<0.1%
0.0146753553009487
1
<0.1%
0.0146131734277006
1
<0.1%
0.0143809672095031
1
<0.1%
0.0141199401502217
1
<0.1%
0.0136676515863673
1
<0.1%
0.013379411198736
1
<0.1%
0.0133259422007058
1
<0.1%
Seller_price_by_volume_threshold_before
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Seller_price_by_volume_threshold_after
0.72
Bid_price_by_volume_threshold_before
-0.59
Bid_price_by_volume_threshold_after
-0.59
Relative_range_of_offer_change_before
-0.58
Relative_range_of_demand_change_before
-0.58
Number_of_spikes_before
-0.55
Number_of_different_levels_of_demand_before
-0.53
Relative_range_of_demand_change_after
-0.51
Relative_range_of_offer_change_after
-0.51
Number_of_different_levels_of_offer_before
-0.50
Average_decline_before
0.50
Number_of_spikes_after
-0.49
Averaging_best_asks_after
-0.47
Average_decline_after
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.28
Quarter
0.13
Day_of_week
0.13
is_weekend
0.12
Year
0.04
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0.0
214
0.3%
-0.0003057778046583
1
<0.1%
-0.0001746450136759
1
<0.1%
-0.0001918453859972
1
<0.1%
-0.0001109546848634
1
<0.1%
-0.0006555500000741
1
<0.1%
-0.0001303401226077
1
<0.1%
-0.0002458218173957
1
<0.1%
-8.672842552226551e-05
1
<0.1%
-0.0002285113175742
1
<0.1%
-0.0001862132857455
1
<0.1%
-0.0004039850998454
1
<0.1%
-0.0004009429184307
1
<0.1%
-0.0010425503158221
1
<0.1%
-0.0015407868025239
1
<0.1%
SMALLEST VALUES
-0.0156897026851985
1
<0.1%
-0.0118631923577836
1
<0.1%
-0.011556670128977
1
<0.1%
-0.0113325756555933
1
<0.1%
-0.0109947134194097
1
<0.1%
-0.0108947733732434
1
<0.1%
-0.0107154035214848
1
<0.1%
-0.0106701560240151
1
<0.1%
-0.0101972620674744
1
<0.1%
-0.0100621721105584
1
<0.1%
-0.0100101981598044
1
<0.1%
-0.0094024219018161
1
<0.1%
-0.0093287530324415
1
<0.1%
-0.0087851874054975
1
<0.1%
-0.0085040291017012
1
<0.1%
LARGEST VALUES
0.0021289913763472
1
<0.1%
0.0020738333805715
1
<0.1%
0.0019744231861759
1
<0.1%
0.0018082700892645
1
<0.1%
0.0016084786157765
1
<0.1%
0.0015929226532114
1
<0.1%
0.0015587020818708
1
<0.1%
0.0015454193696992
1
<0.1%
0.0015088145775221
1
<0.1%
0.0015017236967911
1
<0.1%
0.0014540752009212
1
<0.1%
0.0013982155799471
1
<0.1%
0.0013502441037826
1
<0.1%
0.0013399531135145
1
<0.1%
0.0012938843843701
1
<0.1%
Position_open_MODEL_price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
The_last_checked_price
1.00
Infimum_price
1.00
Day_of_year
-0.72
Volumes_before_median
-0.45
Sales_volume_before_median
-0.36
Purchase_volume_before_median
-0.36
Volumes_after_median
-0.30
Median_decline_after
-0.26
Sales_volume_after_median
-0.25
Number_of_different_levels_of_demand_after
0.25
Number_of_different_levels_of_offer_before
0.25
Number_of_different_levels_of_offer_after
0.25
Number_of_different_levels_of_demand_before
0.24
Median_rise_after
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.85
Quarter
0.76
Year
0.72
Day_of_week
0.13
is_weekend
0.09
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
20150.0
4
<0.1%
22969.33
4
<0.1%
19180.0
4
<0.1%
23785.62
4
<0.1%
19406.52
4
<0.1%
22977.74
4
<0.1%
23300.52
4
<0.1%
19230.88
4
<0.1%
19430.62
4
<0.1%
22884.52
4
<0.1%
24056.03
4
<0.1%
20400.0
4
<0.1%
23065.89
4
<0.1%
20077.04
4
<0.1%
22992.04
4
<0.1%
SMALLEST VALUES
15548.14
1
<0.1%
15558.5
1
<0.1%
15602.99
1
<0.1%
15606.91
1
<0.1%
15607.58
1
<0.1%
15609.3
1
<0.1%
15611.0
1
<0.1%
15618.0
1
<0.1%
15623.88
1
<0.1%
15625.36
1
<0.1%
15625.41
1
<0.1%
15625.89
1
<0.1%
15627.77
1
<0.1%
15629.24
1
<0.1%
15629.55
1
<0.1%
LARGEST VALUES
28406.53
1
<0.1%
28392.19
1
<0.1%
28387.85
1
<0.1%
28378.88
1
<0.1%
28378.33
1
<0.1%
28375.4
1
<0.1%
28374.89
1
<0.1%
28373.99
1
<0.1%
28372.0
1
<0.1%
28369.36
1
<0.1%
28365.84
1
<0.1%
28363.02
1
<0.1%
28360.8
1
<0.1%
28360.74
1
<0.1%
28358.21
1
<0.1%
MODEL_bargain_benefit
MISSING:
---
TOP CATEGORIES
1
77,950
100%
ALL
77,950
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
MODEL_bargain_benefit
PROVIDES INFORMATION ON...
Month
0.00
is_weekend
0.00
Day_of_week
0.00
Year
0.00
Quarter
0.00

THESE FEATURES
GIVE INFORMATION
ON MODEL_bargain_benefit:
Month
1.00
Day_of_week
1.00
is_weekend
1.00
Year
1.00
Quarter
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MODEL_bargain_benefit
CORRELATION RATIO WITH...
Infimum_price
0.00
The_last_checked_price
0.00
Best_bid_median_after
0.00
Best_bid_slope_after
0.00
Best_ask_median_after
0.00
Best_ask_slope_after
0.00
Number_of_different_levels_of_demand_after
0.00
Relative_range_of_demand_change_after
0.00
Number_of_different_levels_of_offer_after
0.00
Relative_range_of_offer_change_after
0.00
Maker-Taker_slope_after
0.00
Maker-Taker_correlation_after
0.00
Share_of_makers_after
0.00
Share_of_makers_first_after
0.00
Date
MISSING:
---
1
<1%
-
-
2022-06-29 04:00:55.318000006
1
<1%
-
-
2023-02-08 16:48:29.551000011
1
<1%
-
-
2023-02-08 16:56:07.844000001
1
<1%
-
-
2023-02-08 16:55:53.212000021
1
<1%
-
-
2023-02-08 16:53:44.713000
1
<1%
-
-
2023-02-08 16:53:30.805000006
1
<1%
-
-
2023-02-08 16:53:17.098000043
1
<1%
-
-
2023-02-08 16:49:38.292000
1
<1%
-
-
2023-02-08 16:48:51.901000007
1
<1%
-
-
2023-02-08 16:47:19.269000086
1
<1%
-
-
2023-02-08 00:09:18.329000011
1
<1%
-
-
2023-02-08 16:43:15.912000001
1
<1%
-
-
2023-02-08 16:41:52.670000013
1
<1%
-
-
2023-02-08 16:41:40.035000002
1
<1%
-
-
2023-02-08 16:41:29.572000003
1
<1%
-
-
2023-02-08 16:39:22.854000028
1
<1%
-
-
2023-02-08 16:38:50.515000002
1
<1%
-
-
2023-02-08 16:38:26.190000
1
<1%
-
-
2023-02-08 16:56:20.057000005
1
<1%
-
-
2023-02-08 16:56:31.090000003
1
<1%
-
-
2023-02-08 16:56:41.426000
1
<1%
-
-
2023-02-08 16:56:53.848000001
1
<1%
-
-
2023-02-08 17:22:32.443000001
1
<1%
-
-
2023-02-08 17:22:07.191000
1
<1%
-
-
2023-02-08 17:21:57.185000003
1
<1%
-
-
2023-02-08 17:21:06.999000011
1
<1%
-
-
2023-02-08 17:16:17.993000001
1
<1%
-
-
2023-02-08 17:15:56.607000
1
<1%
-
-
2023-02-08 17:11:24.058000016
1
<1%
-
-
2023-02-08 17:11:00.970000001
1
<1%
-
-
2023-02-08 17:10:47.025000
1
<1%
-
-
2023-02-08 17:06:50.440000001
1
<1%
-
-
2023-02-08 17:05:10.501000005
1
<1%
-
-
2023-02-08 17:01:05.929000
1
<1%
-
-
2023-02-08 17:00:55.909000014
1
<1%
-
-
2023-02-08 17:00:40.397000029
1
<1%
-
-
2023-02-08 16:57:04.128000004
1
<1%
-
-
2023-02-08 16:38:15.734000001
1
<1%
-
-
2023-02-08 16:38:05.387000
1
<1%
-
-
2023-02-08 16:37:55.117000007
1
<1%
-
-
2023-02-08 16:01:10.857000001
1
<1%
-
-
2023-02-08 15:57:02.874000038
1
<1%
-
-
2023-02-08 15:53:11.620000001
1
<1%
-
-
2023-02-08 15:52:50.485000036
1
<1%
-
-
2023-02-08 15:46:28.584000063
1
<1%
-
-
2023-02-08 15:44:12.991000010
1
<1%
-
-
2023-02-08 15:43:13.782000033
1
<1%
-
-
2023-02-08 15:36:51.539000005
1
<1%
-
-
2023-02-08 15:36:28.994000003
1
<1%
-
-
2023-02-08 15:27:03.244000021
1
<1%
-
-
2023-02-08 15:22:26.915000
1
<1%
-
-
2023-02-08 15:22:15.789000026
1
<1%
-
-
2023-02-08 15:19:02.566000011
1
<1%
-
-
2023-02-08 15:18:45.571000
1
<1%
-
-
2023-02-08 15:18:33.304000005
1
<1%
-
-
2023-02-08 15:15:51.452000048
1
<1%
-
-
2023-02-08 16:00:53.940000005
1
<1%
-
-
2023-02-08 16:01:21.066000030
1
<1%
-
-
2023-02-08 16:37:44.146000001
1
<1%
-
-
2023-02-08 16:02:39.277000013
77,890
>99%
-
-
(Other)
Second
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Volumes_after_median
-0.10
Sales_volume_after_median
-0.09
Volumes_before_median
0.09
Purchase_volume_after_median
-0.08
Purchase_volume_before_median
0.08
Number_of_spikes_before
-0.08
Sales_volume_before_median
0.07
Share_of_makers_first_after
0.06
Share_of_makers_after
0.05
Median_decline_before
0.04
Total_dynamics_after
-0.04
Purchase_slope_after
-0.04
All_deals_slope_after
-0.04
Median_rise_before
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Quarter
0.02
Day_of_week
0.01
is_weekend
0.01
Year
0.00
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
0
2,093
2.7%
42
1,467
1.9%
40
1,453
1.9%
44
1,448
1.9%
43
1,446
1.9%
45
1,437
1.8%
50
1,432
1.8%
32
1,429
1.8%
49
1,427
1.8%
30
1,416
1.8%
48
1,413
1.8%
41
1,409
1.8%
38
1,408
1.8%
36
1,382
1.8%
35
1,380
1.8%
SMALLEST VALUES
0
2,093
2.7%
1
1,340
1.7%
2
1,187
1.5%
3
1,182
1.5%
4
1,235
1.6%
5
1,222
1.6%
6
1,250
1.6%
7
1,193
1.5%
8
1,149
1.5%
9
1,171
1.5%
10
1,327
1.7%
11
1,258
1.6%
12
1,240
1.6%
13
1,254
1.6%
14
1,243
1.6%
LARGEST VALUES
59
1,037
1.3%
58
1,090
1.4%
57
1,175
1.5%
56
1,163
1.5%
55
1,244
1.6%
54
1,251
1.6%
53
1,319
1.7%
52
1,308
1.7%
51
1,351
1.7%
50
1,432
1.8%
49
1,427
1.8%
48
1,413
1.8%
47
1,377
1.8%
46
1,316
1.7%
45
1,437
1.8%
Minute
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Volumes_after_median
-0.02
Number_of_spikes_before
-0.02
Sales_volume_after_median
-0.02
Sales_volume_before_median
-0.02
Number_of_different_levels_of_demand_before
-0.02
Volumes_before_median
-0.02
Day_of_year
-0.02
Number_of_different_levels_of_demand_after
-0.02
Number_of_different_levels_of_offer_after
-0.02
Number_of_different_levels_of_offer_before
-0.02
Number_of_spikes_after
-0.02
Hour
0.02
Bid_price_by_volume_threshold_after
-0.01
Seller_price_by_volume_threshold_before
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.02
Quarter
0.02
Year
0.02
Day_of_week
0.02
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
30
1,615
2.1%
15
1,585
2.0%
45
1,546
2.0%
32
1,512
1.9%
46
1,502
1.9%
0
1,490
1.9%
2
1,453
1.9%
33
1,430
1.8%
35
1,426
1.8%
31
1,423
1.8%
20
1,420
1.8%
5
1,410
1.8%
40
1,406
1.8%
50
1,404
1.8%
47
1,400
1.8%
SMALLEST VALUES
0
1,490
1.9%
1
1,396
1.8%
2
1,453
1.9%
3
1,208
1.5%
4
1,316
1.7%
5
1,410
1.8%
6
1,370
1.8%
7
1,253
1.6%
8
1,241
1.6%
9
1,278
1.6%
10
1,285
1.6%
11
1,280
1.6%
12
1,263
1.6%
13
1,209
1.6%
14
1,285
1.6%
LARGEST VALUES
59
1,182
1.5%
58
1,059
1.4%
57
1,037
1.3%
56
1,131
1.5%
55
1,292
1.7%
54
1,178
1.5%
53
1,248
1.6%
52
1,302
1.7%
51
1,212
1.6%
50
1,404
1.8%
49
1,204
1.5%
48
1,246
1.6%
47
1,400
1.8%
46
1,502
1.9%
45
1,546
2.0%
Hour
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Median_decline_after
-0.17
Median_rise_after
0.16
Median_decline_before
-0.16
Median_rise_before
0.15
Average_decline_after
-0.15
Average_rise_after
0.14
Average_decline_before
-0.13
Average_rise_before
0.13
Best_ask_median_after
0.08
Averaging_best_asks_after
0.07
Relative_range_of_offer_change_before
0.07
Relative_range_of_demand_change_before
0.07
Total_dynamics_after
0.07
Bid_price_by_volume_threshold_after
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Day_of_week
0.09
Month
0.07
Quarter
0.04
Year
0.04
is_weekend
0.01
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
14
4,723
6.1%
15
4,447
5.7%
16
4,314
5.5%
18
4,056
5.2%
19
4,050
5.2%
22
3,961
5.1%
13
3,790
4.9%
0
3,780
4.8%
20
3,746
4.8%
17
3,744
4.8%
23
3,556
4.6%
21
3,515
4.5%
12
3,155
4.0%
1
3,125
4.0%
2
2,706
3.5%
SMALLEST VALUES
0
3,780
4.8%
1
3,125
4.0%
2
2,706
3.5%
3
2,227
2.9%
4
1,972
2.5%
5
2,080
2.7%
6
2,273
2.9%
7
2,473
3.2%
8
2,547
3.3%
9
2,584
3.3%
10
2,612
3.4%
11
2,514
3.2%
12
3,155
4.0%
13
3,790
4.9%
14
4,723
6.1%
LARGEST VALUES
23
3,556
4.6%
22
3,961
5.1%
21
3,515
4.5%
20
3,746
4.8%
19
4,050
5.2%
18
4,056
5.2%
17
3,744
4.8%
16
4,314
5.5%
15
4,447
5.7%
14
4,723
6.1%
13
3,790
4.9%
12
3,155
4.0%
11
2,514
3.2%
10
2,612
3.4%
9
2,584
3.3%
Day
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
The_last_checked_price
0.11
Position_open_MODEL_price
0.11
Infimum_price
0.11
Number_of_different_levels_of_offer_after
0.11
Number_of_different_levels_of_offer_before
0.11
Number_of_different_levels_of_demand_after
0.11
Number_of_different_levels_of_demand_before
0.10
Day_of_year
-0.09
Median_decline_after
-0.08
Median_decline_before
-0.07
Median_rise_after
0.07
Median_rise_before
0.06
Average_decline_after
-0.06
Purchase_volume_after_median
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
0.67
Quarter
0.34
Year
0.13
Day_of_week
0.10
is_weekend
0.02
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
21
4,326
5.5%
20
3,582
4.6%
14
3,424
4.4%
10
3,296
4.2%
17
3,277
4.2%
9
3,076
3.9%
16
2,941
3.8%
19
2,847
3.7%
15
2,835
3.6%
22
2,755
3.5%
6
2,654
3.4%
18
2,619
3.4%
13
2,604
3.3%
1
2,577
3.3%
5
2,562
3.3%
SMALLEST VALUES
1
2,577
3.3%
2
2,330
3.0%
3
2,150
2.8%
4
2,149
2.8%
5
2,562
3.3%
6
2,654
3.4%
7
2,456
3.2%
8
2,536
3.3%
9
3,076
3.9%
10
3,296
4.2%
11
2,466
3.2%
12
1,945
2.5%
13
2,604
3.3%
14
3,424
4.4%
15
2,835
3.6%
LARGEST VALUES
31
798
1.0%
30
2,321
3.0%
29
2,104
2.7%
28
1,817
2.3%
27
2,027
2.6%
26
1,812
2.3%
25
1,413
1.8%
24
1,798
2.3%
23
2,453
3.1%
22
2,755
3.5%
21
4,326
5.5%
20
3,582
4.6%
19
2,847
3.7%
18
2,619
3.4%
17
3,277
4.2%
Month
MISSING:
---
TOP CATEGORIES
3
15,201
20%
2
13,713
18%
11
12,156
16%
1
10,740
14%
9
9,377
12%
7
5,739
7%
10
4,077
5%
8
2,775
4%
12
2,614
3%
6
1,558
2%
ALL
77,950
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Month
PROVIDES INFORMATION ON...
MODEL_bargain_benefit
1.00
Year
1.00
Quarter
1.00
is_weekend
0.03
Day_of_week
0.02

THESE FEATURES
GIVE INFORMATION
ON Month:
Quarter
0.53
Year
0.33
Day_of_week
0.02
is_weekend
0.01
MODEL_bargain_benefit
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
CORRELATION RATIO WITH...
Day_of_year
1.00
Infimum_price
0.86
The_last_checked_price
0.85
Position_open_MODEL_price
0.85
Day
0.67
Number_of_different_levels_of_offer_after
0.53
Number_of_different_levels_of_demand_after
0.53
Number_of_different_levels_of_offer_before
0.52
Number_of_different_levels_of_demand_before
0.51
Median_decline_after
0.48
Volumes_before_median
0.47
Median_decline_before
0.42
Number_of_spikes_after
0.42
Median_rise_after
0.41
Day_of_week
MISSING:
---
TOP CATEGORIES
0
12,903
17%
1
12,829
16%
2
12,799
16%
3
12,732
16%
4
12,057
15%
6
7,587
10%
5
7,043
9%
ALL
77,950
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Day_of_week
PROVIDES INFORMATION ON...
MODEL_bargain_benefit
1.00
is_weekend
1.00
Quarter
0.03
Month
0.02
Year
0.01

THESE FEATURES
GIVE INFORMATION
ON Day_of_week:
is_weekend
0.25
Month
0.02
Quarter
0.02
Year
0.00
MODEL_bargain_benefit
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Day_of_week
CORRELATION RATIO WITH...
Bid_price_by_volume_threshold_after
0.15
Volumes_before_median
0.15
Volumes_after_median
0.15
Bid_price_by_volume_threshold_before
0.14
Infimum_price
0.13
The_last_checked_price
0.13
Position_open_MODEL_price
0.13
Day_of_year
0.13
Seller_price_by_volume_threshold_before
0.13
Seller_price_by_volume_threshold_after
0.13
Purchase_volume_before_median
0.12
Relative_range_of_demand_change_after
0.12
Sales_volume_before_median
0.12
Relative_range_of_offer_change_after
0.12
is_weekend
MISSING:
---
TOP CATEGORIES
0
63,320
81%
1
14,630
19%
ALL
77,950
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_weekend
PROVIDES INFORMATION ON...
MODEL_bargain_benefit
1.00
Day_of_week
0.25
Year
0.01
Quarter
0.01
Month
0.01

THESE FEATURES
GIVE INFORMATION
ON is_weekend:
Day_of_week
1.00
Month
0.03
Quarter
0.02
Year
0.01
MODEL_bargain_benefit
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_weekend
CORRELATION RATIO WITH...
Volumes_before_median
0.14
Bid_price_by_volume_threshold_after
0.13
Volumes_after_median
0.13
Bid_price_by_volume_threshold_before
0.12
Day_of_year
0.12
Seller_price_by_volume_threshold_before
0.12
Seller_price_by_volume_threshold_after
0.11
Purchase_volume_before_median
0.11
Number_of_spikes_before
0.11
Number_of_spikes_after
0.10
Sales_volume_after_median
0.10
Sales_volume_before_median
0.10
Purchase_volume_after_median
0.10
Relative_range_of_demand_change_after
0.10
Day_of_year
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Infimum_price
-0.72
Position_open_MODEL_price
-0.72
The_last_checked_price
-0.72
Volumes_before_median
0.38
Purchase_volume_before_median
0.31
Sales_volume_before_median
0.31
Volumes_after_median
0.27
Sales_volume_after_median
0.23
Purchase_volume_after_median
0.19
Number_of_different_levels_of_demand_after
-0.19
Number_of_different_levels_of_offer_before
-0.19
Number_of_different_levels_of_offer_after
-0.18
Number_of_different_levels_of_demand_before
-0.18
Bid_price_by_volume_threshold_after
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Month
1.00
Quarter
0.98
Year
0.94
Day_of_week
0.13
is_weekend
0.12
MODEL_bargain_benefit
0.00
MOST FREQUENT VALUES
313
1,342
1.7%
76
1,324
1.7%
314
1,310
1.7%
79
1,239
1.6%
73
1,187
1.5%
74
1,131
1.5%
315
1,095
1.4%
72
1,088
1.4%
80
1,072
1.4%
78
1,042
1.3%
77
1,000
1.3%
182
987
1.3%
75
986
1.3%
312
970
1.2%
187
958
1.2%
SMALLEST VALUES
1
2
<0.1%
2
39
<0.1%
3
18
<0.1%
4
73
<0.1%
5
23
<0.1%
6
47
<0.1%
7
2
<0.1%
8
22
<0.1%
9
78
0.1%
10
52
<0.1%
11
95
0.1%
12
477
0.6%
13
476
0.6%
14
749
1.0%
15
413
0.5%
LARGEST VALUES
365
14
<0.1%
364
60
<0.1%
363
26
<0.1%
362
75
<0.1%
361
28
<0.1%
360
18
<0.1%
359
26
<0.1%
358
10
<0.1%
357
53
<0.1%
356
72
<0.1%
355
65
<0.1%
354
166
0.2%
353
120
0.2%
352
44
<0.1%
351
111
0.1%
Year
MISSING:
---
TOP CATEGORIES
2023
39,654
51%
2022
38,296
49%
ALL
77,950
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Year
PROVIDES INFORMATION ON...
MODEL_bargain_benefit
1.00
Quarter
0.63
Month
0.33
is_weekend
0.01
Day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON Year:
Month
1.00
Quarter
1.00
Day_of_week
0.01
is_weekend
0.01
MODEL_bargain_benefit
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year
CORRELATION RATIO WITH...
Day_of_year
0.94
Position_open_MODEL_price
0.72
The_last_checked_price
0.72
Infimum_price
0.72
Volumes_before_median
0.42
Sales_volume_before_median
0.35
Purchase_volume_before_median
0.35
Number_of_different_levels_of_demand_after
0.33
Number_of_different_levels_of_offer_before
0.33
Volumes_after_median
0.33
Number_of_different_levels_of_offer_after
0.33
Number_of_different_levels_of_demand_before
0.32
Sales_volume_after_median
0.29
Purchase_volume_after_median
0.26
Quarter
MISSING:
---
TOP CATEGORIES
1
39,654
51%
4
18,847
24%
3
17,891
23%
2
1,558
2%
ALL
77,950
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Quarter
PROVIDES INFORMATION ON...
MODEL_bargain_benefit
1.00
Year
1.00
Month
0.53
is_weekend
0.02
Day_of_week
0.02

THESE FEATURES
GIVE INFORMATION
ON Quarter:
Month
1.00
Year
0.63
Day_of_week
0.03
is_weekend
0.01
MODEL_bargain_benefit
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Quarter
CORRELATION RATIO WITH...
Day_of_year
0.98
Infimum_price
0.76
Position_open_MODEL_price
0.76
The_last_checked_price
0.76
Volumes_before_median
0.43
Number_of_different_levels_of_demand_after
0.41
Number_of_different_levels_of_offer_after
0.41
Number_of_different_levels_of_offer_before
0.40
Number_of_different_levels_of_demand_before
0.40
Sales_volume_before_median
0.36
Purchase_volume_before_median
0.35
Median_decline_after
0.35
Volumes_after_median
0.35
Day
0.34